Coding

Everything from in-editor completions to agents that plan, edit and test whole features, plus prompt-to-app builders, and the open models and runtimes that keep your code on your machine.

Models are ranked by LMArena WebDev / Code Arena (overall), then Artificial Analysis Intelligence Index for models without a result on the first. Tools with their own result on Artificial Analysis Coding Agent Index (v1.5) or Terminal-Bench 4.0 are ranked by it (each board ranks one kind of product); other tools inherit the tier of the best model they offer. How we rank.

Best overallSClaude Opus 5.51,806 on LMArena WebDev / Code Arena (overall)
Best valueSClaude Sonnet 5.5Tier S for $4/M tokens
Best free startSWarpFree tier · from $20/mo · via Claude Opus 5.5
Best local (≤24 GB GPU)CQwen3.8-27B~17 GB VRAM · 1,592 on LMArena WebDev / Code Arena (overall)

Tier: how close to the best result on the task's main public benchmark
Outlined: a tool inherits the tier of the best model it offers
No public result yet
Cloud · Local: runs on your own hardware

Models

The engines themselves. Use them through an API or inside the apps on the right.

Cloud

Claude Opus 5.5Anthropic · $8/M tokens1,806 on LMArena WebDev / Code Arena (overall)$S

GPT-6 AstraOpenAI · $20/M tokens1,776 on LMArena WebDev / Code Arena (overall)S

Claude Sonnet 5.5Anthropic · $4/M tokens1,768 on LMArena WebDev / Code Arena (overall)$A

GPT-6.1 SolOpenAI · $4/M tokens1,754 on LMArena WebDev / Code Arena (overall)A

Claude Fable 5.1Anthropic · $20/M tokens1,742 on LMArena WebDev / Code Arena (overall)B

Gemini 4 ArgonGoogle · $4/M tokens1,678 on LMArena WebDev / Code Arena (overall)B Qwen3.8-MaxAlibaba (Qwen) · $3/M tokens1,674 on LMArena WebDev / Code Arena (overall)$B Muse Spark 1.3Meta · $2/M tokens1,659 on LMArena WebDev / Code Arena (overall)$B Muse WonderMeta · $8/M tokens1,650 on LMArena WebDev / Code Arena (overall)B

Grok 4.7xAI · $3/M tokens1,638 on LMArena WebDev / Code Arena (overall)C

Claude Haiku 5.5Anthropic · $0.2/M tokens1,586 on LMArena WebDev / Code Arena (overall)$C

Gemini 3.8 FlashGoogle · $1.5/M tokens1,586 on LMArena WebDev / Code Arena (overall)C

GPT-6 LunaOpenAI · $0.2/M tokens1,577 on LMArena WebDev / Code Arena (overall)C

Mistral Large 4 (preview)Mistral AI · $2.06/M tokens1,542 on LMArena WebDev / Code Arena (overall)C

Seed 2.1 ProByteDance Seed1,520 on LMArena WebDev / Code Arena (overall)C

Qwen3.7-PlusAlibaba (Qwen) · $0.56/M tokens25 on Artificial Analysis Intelligence Index C

Gemini 3.1 Pro (Preview)Google · $4.5/M tokens1,447 on LMArena WebDev / Code Arena (overall)C

Gemini 3.5 Flash-LiteGoogle · $0.85/M tokens1,435 on LMArena WebDev / Code Arena (overall)C

Mercury 2.5Inception · $0.34/M tokens12 on Artificial Analysis Intelligence Index C

Solar Pro 4Upstage · $0.52/M tokens1,371 on LMArena WebDev / Code Arena (overall)

Local

DeepSeek-V4.1-Flash-1017DeepSeek · ~320 GB VRAM1,670 on LMArena WebDev / Code Arena (overall)$B

Kimi K3Moonshot AI · ~1600 GB VRAM1,655 on LMArena WebDev / Code Arena (overall)B

Ling-3.1-flashinclusionAI (Ant Group) · ~321 GB VRAM41 on Artificial Analysis Intelligence Index B

MiMo-V2.6-FlashXiaomi · ~178 GB VRAM1,633 on LMArena WebDev / Code Arena (overall)$B

Hy4-previewTencent · ~441 GB VRAM1,631 on LMArena WebDev / Code Arena (overall)B

Qwen3.8-2.4T-A95BAlibaba (Qwen) · ~1370 GB VRAM40 on Artificial Analysis Intelligence Index B

Qwen3.8-Flash-NextAlibaba (Qwen) · ~104 GB VRAM1,629 on LMArena WebDev / Code Arena (overall)$C

MiMo-V2.6-ProXiaomi · ~585 GB VRAM1,626 on LMArena WebDev / Code Arena (overall)C

GLM-5.3Z.ai · ~425 GB VRAM1,622 on LMArena WebDev / Code Arena (overall)C

GLM-5.3-FlashZ.ai · ~185 GB VRAM1,607 on LMArena WebDev / Code Arena (overall)C

Qwen3.8-27BAlibaba (Qwen) · ~17 GB VRAM1,592 on LMArena WebDev / Code Arena (overall)$C

DeepSeek-V4-Pro-0813DeepSeek · ~920 GB VRAM1,582 on LMArena WebDev / Code Arena (overall)C

Motif-3Motif Technologies · ~181 GB VRAM34 on Artificial Analysis Intelligence Index C

Step 5 PreviewStepFun · ~346 GB VRAM1,565 on LMArena WebDev / Code Arena (overall)C

K2-Horizon-375B-A23BMBZUAI Institute of Foundation Models · ~218 GB VRAM31 on Artificial Analysis Intelligence Index C

Muse Spark Open (816B-A42B)Meta · ~470 GB VRAM1,524 on LMArena WebDev / Code Arena (overall)C

Nemotron 3.5 Super VL 120B-A12BNVIDIA · ~72 GB VRAM26 on Artificial Analysis Intelligence Index C

K2-Horizon-MoVA-36B-A4BMBZUAI Institute of Foundation Models · ~23 GB VRAM25 on Artificial Analysis Intelligence Index C

MiniMax-M3MiniMax · ~245 GB VRAM1,482 on LMArena WebDev / Code Arena (overall)C

Solar Open2 250BUpstage · ~144 GB VRAM25 on Artificial Analysis Intelligence Index C

Kimi K2.7 CodeMoonshot AI · ~587 GB VRAM1,474 on LMArena WebDev / Code Arena (overall)C

Nemotron 3 Ultra 550B-A55BNVIDIA · ~321 GB VRAM23 on Artificial Analysis Intelligence Index C

A.X K2SK Telecom · ~396 GB VRAM21 on Artificial Analysis Intelligence Index C

Nemotron 3.5 Bolt 74B-A9BNVIDIA · ~24 GB VRAM21 on Artificial Analysis Intelligence Index C

Beam 1.0 (501B-A23B)Reflection AI · ~287 GB VRAM1,437 on LMArena WebDev / Code Arena (overall)C

K-EXAONE 2.0 (750B-A37B)LG AI Research · ~428 GB VRAM20 on Artificial Analysis Intelligence Index C

LongCat-2.0Meituan (LongCat) · ~1014 GB VRAM19 on Artificial Analysis Intelligence Index C

InklingThinking Machines Lab · ~557 GB VRAM1,414 on LMArena WebDev / Code Arena (overall)C

Inkling SmallThinking Machines Lab · ~159 GB VRAM1,410 on LMArena WebDev / Code Arena (overall)C

Command A+ (05-2026)Cohere · ~126 GB VRAM13 on Artificial Analysis Intelligence Index C

Devstral 2 (2512)Mistral AI · ~72 GB VRAM1,197 on LMArena WebDev / Code Arena (overall)C

Gemma 4 (31B)Google DeepMind · ~19 GB VRAM1,368 on LMArena WebDev / Code Arena (overall)C

gpt-oss-120bOpenAI · ~80 GB VRAM12 on Artificial Analysis Intelligence Index C

gpt-oss-20bOpenAI · ~16 GB VRAM9 on Artificial Analysis Intelligence Index$C

Granite 4.2 30BIBM · ~18 GB VRAM13 on Artificial Analysis Intelligence Index C

Laguna M.1Poolside · ~130 GB VRAM1,350 on LMArena WebDev / Code Arena (overall)C

Llama 4 MaverickMeta · ~230 GB VRAM9 on Artificial Analysis Intelligence Index C

Mistral Medium 3.5Mistral AI · ~75 GB VRAM1,264 on LMArena WebDev / Code Arena (overall)C

Mistral Small 4 (2603)Mistral AI · ~69 GB VRAM11 on Artificial Analysis Intelligence Index C

Muse Glimmer 30BMeta · ~19 GB VRAM1,355 on LMArena WebDev / Code Arena (overall)C

Nemotron 3.5 Lightning 30B-A3BNVIDIA · ~20 GB VRAM13 on Artificial Analysis Intelligence Index C

North Mini Code 1.0Cohere · ~19 GB VRAM10 on Artificial Analysis Intelligence Index C

Qwen3-Coder-NextAlibaba (Qwen) · ~47 GB VRAM9 on Artificial Analysis Intelligence Index C

Ring-2.6-1TinclusionAI (Ant Group) · ~586 GB VRAM17 on Artificial Analysis Intelligence Index C

Trinity Large ThinkingArcee AI · ~229 GB VRAM1,238 on LMArena WebDev / Code Arena (overall)–

Devstral Small 2 (2512)Mistral AI · ~15 GB VRAMNo public result yet –

Laguna XS 2.1Poolside · ~21 GB VRAMNo public result yet –

Mellum2.1 Thinking (12B-A2.5B)JetBrains · ~8 GB VRAMNo public result yet

Coding agents

Agents that read, edit and run code in your terminal or in the cloud.

Cloud

Claude CodeAnthropic · $20/mo68 on Artificial Analysis Coding Agent Index (v1.5)S

Muse CodeMeta · $5/mo68 on Artificial Analysis Coding Agent Index (v1.5)$S

WarpWarp · Free tier · $20/movia Claude Opus 5.5 S

Abacus AI DesktopAbacus.AI · $10/movia Claude Opus 5.5$S

AmpAmp · Free tier · $20/movia Claude Opus 5.5 S

CapyCapy Corporation · $20/movia Claude Opus 5.5 S

DroidFactory · $20/movia Claude Opus 5.5 A

CodexOpenAI · Free tier · $8/mo63 on Artificial Analysis Coding Agent Index (v1.5)B

Grok BuildSpaceXAI (xAI) · Free tier · $8/mo56 on Artificial Analysis Coding Agent Index (v1.5)B

Kimi CodeMoonshot AI52 on Artificial Analysis Coding Agent Index (v1.5)C

Gemini CLIGooglevia Gemini 3.8 Flash C

Freebuff (formerly Codebuff)Codebuff · Freevia Claude Haiku 5.5$C

JulesGoogle · Free tier · $20/movia Gemini 3.1 Pro (Preview)C

Vibe (formerly Le Chat)Mistral AI · Free tier · $15/movia Mistral Medium 3.5 –

Augment CodeAugment Code · $20/moNo public result yet –

CodeRabbitCodeRabbit · Free tier · $30/moNo public result yet –

GreptileGreptile · Free tier · $30/moNo public result yet –

QodoQodo · $30/moNo public result yet

Local

OpenCodeAnomaly Innovations · Freevia DeepSeek-V4.1-Flash-1017$B

gooseAgentic AI Foundation (AAIF); originally created by Block · Freevia DeepSeek-V4.1-Flash-1017$B AiderAider (open-source project, Aider-AI) · Freevia DeepSeek-V4.1-Flash-1017$B

Qwen CodeAlibaba (Qwen) · Freevia Kimi K3 B

omp (oh-my-pi)Stencil Labs (can1357) · Freevia Qwen3.8-2.4T-A95B C

PiEarendil Inc. · Freevia DeepSeek-V4-Pro-0813 C

OpenHandsOpenHands (All Hands AI) · Freevia Qwen3-Coder-Next –

Deep Agents CodeLangChain · FreeNo public result yet –

CrushCharm · FreeNo public result yet –

mini-swe-agentSWE-agent team (Princeton & Stanford) · FreeNo public result yet –

NanocoderNano Collective · FreeNo public result yet – Xum (formerly Mux)Coder · FreeNo public result yet –

JunieJetBrains · Free tier · $8.33/moNo public result yet

Editors & extensions

AI inside your code editor: completions, chat and in-editor agents.

Cloud

Devin (Devin Desktop, formerly Windsurf)Cognition · Free tier · $20/mo68 on Artificial Analysis Coding Agent Index (v1.5)S

CursorAnysphere (SpaceX/xAI) · Free tier · $8/movia Claude Opus 5.5$S GitHub CopilotGitHub (Microsoft) · Free tier · $10/movia Claude Opus 5.5 S

KiroAmazon Web Services · Free tier · $20/movia Claude Opus 5.5 S

TRAEByteDance · Free tier · $20/movia GPT-6 Astra A

Google AntigravityGoogle · Free tier64 on Artificial Analysis Coding Agent Index (v1.5)A

JetBrains AirJetBrainsvia Claude Fable 5.1 B

QoderAlibaba · Free tier · $20/movia Qwen3.8-2.4T-A95B – CodeBuddyTencent · Free tier · $10/moNo public result yet

Local

ClineCline · Freevia DeepSeek-V4.1-Flash-1017$B

Kilo CodeKilo Code · Freevia DeepSeek-V4.1-Flash-1017$B

llama.vscodeggml-org · Freevia DeepSeek-V4.1-Flash-1017$–

ZedZed Industries · FreeNo public result yet –

TabbyTabbyML · FreeNo public result yet –

twinnytwinny · FreeNo public result yet –

CodeGPTCodeGPT · Free tier · $10/moNo public result yet

App builders

Describe an app in plain language and get a running one.

Cloud

Base44Base44 (Wix.com Ltd.) · Free tier · $20/movia Claude Opus 5.5$S

BlinkBlink · Free tier · $25/movia Claude Opus 5.5 B

SoftgenSoftgen Labs · Free tier · $25/movia Kimi K3 C

Google AI StudioGoogle · Freevia Gemini 3.8 Flash$–

a0.deva0.dev · Free tierNo public result yet –

AnythingAnything · Free tier · $19/moNo public result yet –

BoltStackBlitz · Free tier · $25/moNo public result yet –

Builder.ioBuilder.io · Free tierNo public result yet –

EmergentEmergent · Free tier · $20/moNo public result yet –

Figma MakeFigma · Free tierNo public result yet –

LeapLeap · Free tier · $30/moNo public result yet –

LovableLovable · Free tier · $25/moNo public result yet –

MacalyMacaly · Free tier · $10/moNo public result yet –

ReplitReplit · Free tier · $20/moNo public result yet –

RocketRocket · Free tier · $25/moNo public result yet –

RorkRork · Free tier · $25/moNo public result yet –

SameSame · Free tier · $10/moNo public result yet –

v0Vercel · Free tier · $30/moNo public result yet –

VibecodeVibecode · Free tier · $20/moNo public result yet

Local

–

DyadDyad Tech, Inc. · FreeNo public result yet –

bolt.diyStackBlitz Labs (community) · FreeNo public result yet

Runtimes & gateways

Run open models on your own machine, or reach many models through one API.

Cloud

Amazon BedrockAmazon Web Servicesvia Claude Opus 5.5 S

DeepInfraDeepInfravia Claude Opus 5.5 S

Gemini Enterprise Agent Platform (formerly Vertex AI)Google Cloudvia Claude Opus 5.5 S

OpenRouterOpenRouter · Free tiervia Claude Opus 5.5 S

RequestyRequestyvia Claude Opus 5.5 S

Vercel AI GatewayVercel · Free tiervia Claude Opus 5.5 S

Microsoft FoundryMicrosoftvia GPT-6 Astra B

Novita AINovita AIvia Qwen3.8-Max B

Hugging Face Inference ProvidersHugging Face · Free tier · $9/movia DeepSeek-V4.1-Flash-1017$B

NVIDIA NIM APIs (build.nvidia.com)NVIDIA · Free tiervia DeepSeek-V4.1-Flash-1017 B

Together AITogether AIvia DeepSeek-V4.1-Flash-1017 B

Fireworks AIFireworks AIvia Kimi K3 C

Cloudflare Workers AICloudflare · Free tiervia GLM-5.3 C

Cerebras InferenceCerebras · Free tiervia Qwen3.8-27B C

GroqGroqvia Qwen3.8-27B C

SambaNova CloudSambaNovavia MiniMax-M3

Local

OllamaOllama · Freevia DeepSeek-V4.1-Flash-1017$B

llama.cppggml-org · Freevia DeepSeek-V4.1-Flash-1017$B

vLLMvLLM project · Freevia DeepSeek-V4.1-Flash-1017$B

Unsloth (Studio / Desktop app)Unsloth AI · Freevia DeepSeek-V4.1-Flash-1017$B

LiteLLMBerriAI · Freevia DeepSeek-V4.1-Flash-1017$B

LocalAIEttore Di Giacinto (mudler) · Freevia DeepSeek-V4.1-Flash-1017$B

exoEXO Labs · Freevia DeepSeek-V4.1-Flash-1017$B

TextGen (text-generation-webui)oobabooga · Freevia DeepSeek-V4.1-Flash-1017$B

SGLangSGLang project (LMSYS) · Freevia DeepSeek-V4.1-Flash-1017$B KTransformersKVCache.AI (Tsinghua MADSys) · Freevia DeepSeek-V4.1-Flash-1017$B

TensorRT LLMNVIDIA · Freevia DeepSeek-V4.1-Flash-1017$B

Portkey AI GatewayPortkey · Freevia DeepSeek-V4.1-Flash-1017$B

XinferenceXorbits · Freevia DeepSeek-V4.1-Flash-1017$B

MLX LMApple (ml-explore) · Freevia DeepSeek-V4.1-Flash-1017$B

GPUStackGPUStack · Freevia DeepSeek-V4.1-Flash-1017$B

LM StudioElement Labs · Freevia DeepSeek-V4.1-Flash-1017$B

LMDeployInternLM (Shanghai AI Laboratory) · Freevia Kimi K3 C

llamafileMozilla.ai · Freevia GLM-5.3-Flash C

LLM (CLI)Simon Willison · Freevia GLM-5.3-Flash C

AIChatsigoden · Freevia GLM-5.3-Flash C

OsaurusOsaurus · Freevia GLM-5.3-Flash C

mistral.rsEric Buehler · Freevia GLM-5.3-Flash C

llama-swapmostlygeek · Freevia GLM-5.3-Flash C

LemonadeAMD (lemonade-sdk) · Freevia GLM-5.3-Flash C

RamaLamaRamaLama project (containers) · Freevia GLM-5.3-Flash C

TabbyAPI (ExLlamaV3)theroyallab · Freevia GLM-5.3-Flash C

Docker Model RunnerDocker · Freevia GLM-5.3-Flash C

MLC LLMMLC AI · Freevia Qwen3.8-27B C

WebLLMMLC AI · Freevia Gemma 4 (31B)C GenieXQualcomm · Freevia Gemma 4 (31B)C

Foundry LocalMicrosoft · Freevia gpt-oss-20b

Quality vs. price

LMArena WebDev / Code Arena (overall) score against API price (USD per 1M tokens, blended 3:1 input:output, log scale). Up and to the left is better; the line joins the models that nothing else beats on both.

Closed models
Open-weights models
Best-value frontier

Show as table

Model	Weights	LMArena WebDev / Code Arena (overall)	Price	Frontier
Claude Opus 5.5	Closed	1,806	$8/M tokens	Yes
GPT-6 Astra	Closed	1,776	$20/M tokens
Claude Sonnet 5.5	Closed	1,768	$4/M tokens	Yes
GPT-6.1 Sol	Closed	1,754	$4/M tokens
Claude Fable 5.1	Closed	1,742	$20/M tokens
Gemini 4 Argon	Closed	1,678	$4/M tokens
Qwen3.8-Max	Closed	1,674	$3/M tokens	Yes
DeepSeek-V4.1-Flash-1017	Open	1,670	$0.52/M tokens	Yes
Muse Spark 1.3	Closed	1,659	$2/M tokens
Kimi K3	Open	1,655	$6/M tokens
Muse Wonder	Closed	1,650	$8/M tokens
Grok 4.7	Closed	1,638	$3/M tokens
MiMo-V2.6-Flash	Open	1,633	$0.18/M tokens	Yes
Hy4-preview	Open	1,631	$1.25/M tokens
MiMo-V2.6-Pro	Open	1,626	$0.54/M tokens
GLM-5.3	Open	1,622	$2.15/M tokens
GLM-5.3-Flash	Open	1,607	$0.24/M tokens
Qwen3.8-27B	Open	1,592	$0.96/M tokens
Claude Haiku 5.5	Closed	1,586	$0.2/M tokens
Gemini 3.8 Flash	Closed	1,586	$1.5/M tokens
DeepSeek-V4-Pro-0813	Open	1,582	$1.98/M tokens
GPT-6 Luna	Closed	1,577	$0.2/M tokens
Step 5 Preview	Open	1,565	$1.43/M tokens
Mistral Large 4 (preview)	Closed	1,542	$2.06/M tokens
Muse Spark Open (816B-A42B)	Open	1,524	$2/M tokens
MiniMax-M3	Open	1,482	$0.52/M tokens
Kimi K2.7 Code	Open	1,474	$1.34/M tokens
Gemini 3.1 Pro (Preview)	Closed	1,447	$4.5/M tokens
Beam 1.0 (501B-A23B)	Open	1,437	$1.5/M tokens
Gemini 3.5 Flash-Lite	Closed	1,435	$0.85/M tokens
Inkling	Open	1,414	$1.76/M tokens
Inkling Small	Open	1,410	$0.64/M tokens
Solar Pro 4	Closed	1,371	$0.52/M tokens
Gemma 4 (31B)	Open	1,368	$0.21/M tokens
Muse Glimmer 30B	Open	1,355	$0.52/M tokens
Mistral Medium 3.5	Open	1,264	$3/M tokens
Trinity Large Thinking	Open	1,238	$0.39/M tokens
Devstral 2 (2512)	Open	1,197	$0.8/M tokens

Everything, in order

All coding options in quality order
Tier	Name	Approach	Runs	Rated by	Price	Skill
S	Claude Code Anthropic	Coding agents	Cloud	68 on Artificial Analysis Coding Agent Index (v1.5)	$20/mo	intermediate
S	Claude Opus 5.5 Anthropic	Models	Cloud	1,806 on LMArena WebDev / Code Arena (overall)	$8/M tokens	—
S	Devin (Devin Desktop, formerly Windsurf) Cognition	Editors & extensions	Cloud	68 on Artificial Analysis Coding Agent Index (v1.5)	Free tier · $20/mo	beginner
S	Muse Code Meta	Coding agents	Cloud	68 on Artificial Analysis Coding Agent Index (v1.5)	$5/mo	intermediate
S	GPT-6 Astra OpenAI	Models	Cloud	1,776 on LMArena WebDev / Code Arena (overall)	$20/M tokens	—
S	Claude Sonnet 5.5 Anthropic	Models	Cloud	1,768 on LMArena WebDev / Code Arena (overall)	$4/M tokens	—
S	Warp Warp	Coding agents	Cloud	via Claude Opus 5.5	Free tier · $20/mo	intermediate
S	Abacus AI Desktop Abacus.AI	Coding agents	Cloud	via Claude Opus 5.5	$10/mo	intermediate
S	Amazon Bedrock Amazon Web Services	Runtimes & gateways	Cloud	via Claude Opus 5.5	—	advanced
S	Amp Amp	Coding agents	Cloud	via Claude Opus 5.5	Free tier · $20/mo	intermediate
S	Base44 Base44 (Wix.com Ltd.)	App builders	Cloud	via Claude Opus 5.5	Free tier · $20/mo	beginner
S	Blink Blink	App builders	Cloud	via Claude Opus 5.5	Free tier · $25/mo	beginner
S	Capy Capy Corporation	Coding agents	Cloud	via Claude Opus 5.5	$20/mo	beginner
S	Cursor Anysphere (SpaceX/xAI)	Editors & extensions	Cloud	via Claude Opus 5.5	Free tier · $8/mo	beginner
S	DeepInfra DeepInfra	Runtimes & gateways	Cloud	via Claude Opus 5.5	—	intermediate
S	Droid Factory	Coding agents	Cloud	via Claude Opus 5.5	$20/mo	intermediate
S	Gemini Enterprise Agent Platform (formerly Vertex AI) Google Cloud	Runtimes & gateways	Cloud	via Claude Opus 5.5	—	advanced
S	GitHub Copilot GitHub (Microsoft)	Editors & extensions	Cloud	via Claude Opus 5.5	Free tier · $10/mo	beginner
S	Kiro Amazon Web Services	Editors & extensions	Cloud	via Claude Opus 5.5	Free tier · $20/mo	beginner
S	OpenRouter OpenRouter	Runtimes & gateways	Cloud	via Claude Opus 5.5	Free tier	intermediate
S	Requesty Requesty	Runtimes & gateways	Cloud	via Claude Opus 5.5	—	intermediate
S	Vercel AI Gateway Vercel	Runtimes & gateways	Cloud	via Claude Opus 5.5	Free tier	intermediate
S	Microsoft Foundry Microsoft	Runtimes & gateways	Cloud	via GPT-6 Astra	—	advanced
S	TRAE ByteDance	Editors & extensions	Cloud	via GPT-6 Astra	Free tier · $20/mo	intermediate
A	Google Antigravity Google	Editors & extensions	Cloud	64 on Artificial Analysis Coding Agent Index (v1.5)	Free tier	beginner
A	GPT-6.1 Sol OpenAI	Models	Cloud	1,754 on LMArena WebDev / Code Arena (overall)	$4/M tokens	—
A	Codex OpenAI	Coding agents	Cloud	63 on Artificial Analysis Coding Agent Index (v1.5)	Free tier · $8/mo	intermediate
A	Claude Fable 5.1 Anthropic	Models	Cloud	1,742 on LMArena WebDev / Code Arena (overall)	$20/M tokens	—
A	JetBrains Air JetBrains	Editors & extensions	Cloud	via Claude Fable 5.1	—	intermediate
B	Grok Build SpaceXAI (xAI)	Coding agents	Cloud	56 on Artificial Analysis Coding Agent Index (v1.5)	Free tier · $8/mo	intermediate
B	Gemini 4 Argon Google	Models	Cloud	1,678 on LMArena WebDev / Code Arena (overall)	$4/M tokens	—
B	Qwen3.8-Max Alibaba (Qwen)	Models	Cloud	1,674 on LMArena WebDev / Code Arena (overall)	$3/M tokens	—
B	DeepSeek-V4.1-Flash-1017 DeepSeek	Models	Local	1,670 on LMArena WebDev / Code Arena (overall)	~320 GB VRAM	—
B	Muse Spark 1.3 Meta	Models	Cloud	1,659 on LMArena WebDev / Code Arena (overall)	$2/M tokens	—
B	Kimi K3 Moonshot AI	Models	Local	1,655 on LMArena WebDev / Code Arena (overall)	~1600 GB VRAM	—
B	Muse Wonder Meta	Models	Cloud	1,650 on LMArena WebDev / Code Arena (overall)	$8/M tokens	—
B	Kimi Code Moonshot AI	Coding agents	Cloud	52 on Artificial Analysis Coding Agent Index (v1.5)	—	intermediate
B	Ling-3.1-flash inclusionAI (Ant Group)	Models	Local	41 on Artificial Analysis Intelligence Index	~321 GB VRAM	—
B	Grok 4.7 xAI	Models	Cloud	1,638 on LMArena WebDev / Code Arena (overall)	$3/M tokens	—
B	MiMo-V2.6-Flash Xiaomi	Models	Local	1,633 on LMArena WebDev / Code Arena (overall)	~178 GB VRAM	—
B	Hy4-preview Tencent	Models	Local	1,631 on LMArena WebDev / Code Arena (overall)	~441 GB VRAM	—
B	Qwen3.8-2.4T-A95B Alibaba (Qwen)	Models	Local	40 on Artificial Analysis Intelligence Index	~1370 GB VRAM	—
B	Qwen3.8-Flash-Next Alibaba (Qwen)	Models	Local	1,629 on LMArena WebDev / Code Arena (overall)	~104 GB VRAM	—
B	Novita AI Novita AI	Runtimes & gateways	Cloud	via Qwen3.8-Max	—	intermediate
B	OpenCode Anomaly Innovations	Coding agents	Local	via DeepSeek-V4.1-Flash-1017	Free	intermediate
B	Ollama Ollama	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	intermediate
B	llama.cpp ggml-org	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	advanced
B	vLLM vLLM project	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	advanced
B	Unsloth (Studio / Desktop app) Unsloth AI	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	intermediate
B	Cline Cline	Editors & extensions	Local	via DeepSeek-V4.1-Flash-1017 Cloud models: tier S	Free	intermediate
B	LiteLLM BerriAI	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017 Cloud models: tier S	Free	advanced
B	goose Agentic AI Foundation (AAIF); originally created by Block	Coding agents	Local	via DeepSeek-V4.1-Flash-1017 Cloud models: tier S	Free	intermediate
B	LocalAI Ettore Di Giacinto (mudler)	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	advanced
B	Aider Aider (open-source project, Aider-AI)	Coding agents	Local	via DeepSeek-V4.1-Flash-1017 Cloud models: tier S	Free	intermediate
B	exo EXO Labs	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	advanced
B	TextGen (text-generation-webui) oobabooga	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	intermediate
B	SGLang SGLang project (LMSYS)	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	advanced
B	Kilo Code Kilo Code	Editors & extensions	Local	via DeepSeek-V4.1-Flash-1017 Cloud models: tier S	Free	intermediate
B	KTransformers KVCache.AI (Tsinghua MADSys)	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	advanced
B	TensorRT LLM NVIDIA	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	advanced
B	Portkey AI Gateway Portkey	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017 Cloud models: tier S	Free	advanced
B	Xinference Xorbits	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	advanced
B	MLX LM Apple (ml-explore)	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	advanced
B	GPUStack GPUStack	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	advanced
B	llama.vscode ggml-org	Editors & extensions	Local	via DeepSeek-V4.1-Flash-1017 Cloud models: tier S	Free	intermediate
B	Hugging Face Inference Providers Hugging Face	Runtimes & gateways	Cloud	via DeepSeek-V4.1-Flash-1017	Free tier · $9/mo	intermediate
B	LM Studio Element Labs	Runtimes & gateways	Local	via DeepSeek-V4.1-Flash-1017	Free	beginner
B	NVIDIA NIM APIs (build.nvidia.com) NVIDIA	Runtimes & gateways	Cloud	via DeepSeek-V4.1-Flash-1017	Free tier	intermediate
B	Together AI Together AI	Runtimes & gateways	Cloud	via DeepSeek-V4.1-Flash-1017	—	intermediate
B	Qwen Code Alibaba (Qwen)	Coding agents	Local	via Kimi K3 Cloud models: tier B	Free	intermediate
B	LMDeploy InternLM (Shanghai AI Laboratory)	Runtimes & gateways	Local	via Kimi K3	Free	advanced
B	Fireworks AI Fireworks AI	Runtimes & gateways	Cloud	via Kimi K3	—	intermediate
B	Softgen Softgen Labs	App builders	Cloud	via Kimi K3	Free tier · $25/mo	beginner
B	omp (oh-my-pi) Stencil Labs (can1357)	Coding agents	Local	via Qwen3.8-2.4T-A95B Cloud models: tier S	Free	advanced
B	Qoder Alibaba	Editors & extensions	Cloud	via Qwen3.8-2.4T-A95B	Free tier · $20/mo	intermediate
C	MiMo-V2.6-Pro Xiaomi	Models	Local	1,626 on LMArena WebDev / Code Arena (overall)	~585 GB VRAM	—
C	GLM-5.3 Z.ai	Models	Local	1,622 on LMArena WebDev / Code Arena (overall)	~425 GB VRAM	—
C	GLM-5.3-Flash Z.ai	Models	Local	1,607 on LMArena WebDev / Code Arena (overall)	~185 GB VRAM	—
C	Qwen3.8-27B Alibaba (Qwen)	Models	Local	1,592 on LMArena WebDev / Code Arena (overall)	~17 GB VRAM	—
C	Claude Haiku 5.5 Anthropic	Models	Cloud	1,586 on LMArena WebDev / Code Arena (overall)	$0.2/M tokens	—
C	Gemini 3.8 Flash Google	Models	Cloud	1,586 on LMArena WebDev / Code Arena (overall)	$1.5/M tokens	—
C	DeepSeek-V4-Pro-0813 DeepSeek	Models	Local	1,582 on LMArena WebDev / Code Arena (overall)	~920 GB VRAM	—
C	GPT-6 Luna OpenAI	Models	Cloud	1,577 on LMArena WebDev / Code Arena (overall)	$0.2/M tokens	—
C	Motif-3 Motif Technologies	Models	Local	34 on Artificial Analysis Intelligence Index	~181 GB VRAM	—
C	Step 5 Preview StepFun	Models	Local	1,565 on LMArena WebDev / Code Arena (overall)	~346 GB VRAM	—
C	Mistral Large 4 (preview) Mistral AI	Models	Cloud	1,542 on LMArena WebDev / Code Arena (overall)	$2.06/M tokens	—
C	K2-Horizon-375B-A23B MBZUAI Institute of Foundation Models	Models	Local	31 on Artificial Analysis Intelligence Index	~218 GB VRAM	—
C	Muse Spark Open (816B-A42B) Meta	Models	Local	1,524 on LMArena WebDev / Code Arena (overall)	~470 GB VRAM	—
C	Seed 2.1 Pro ByteDance Seed	Models	Cloud	1,520 on LMArena WebDev / Code Arena (overall)	—	—
C	Nemotron 3.5 Super VL 120B-A12B NVIDIA	Models	Local	26 on Artificial Analysis Intelligence Index	~72 GB VRAM	—
C	K2-Horizon-MoVA-36B-A4B MBZUAI Institute of Foundation Models	Models	Local	25 on Artificial Analysis Intelligence Index	~23 GB VRAM	—
C	MiniMax-M3 MiniMax	Models	Local	1,482 on LMArena WebDev / Code Arena (overall)	~245 GB VRAM	—
C	Qwen3.7-Plus Alibaba (Qwen)	Models	Cloud	25 on Artificial Analysis Intelligence Index	$0.56/M tokens	—
C	Solar Open2 250B Upstage	Models	Local	25 on Artificial Analysis Intelligence Index	~144 GB VRAM	—
C	Kimi K2.7 Code Moonshot AI	Models	Local	1,474 on LMArena WebDev / Code Arena (overall)	~587 GB VRAM	—
C	Nemotron 3 Ultra 550B-A55B NVIDIA	Models	Local	23 on Artificial Analysis Intelligence Index	~321 GB VRAM	—
C	Gemini 3.1 Pro (Preview) Google	Models	Cloud	1,447 on LMArena WebDev / Code Arena (overall)	$4.5/M tokens	—
C	A.X K2 SK Telecom	Models	Local	21 on Artificial Analysis Intelligence Index	~396 GB VRAM	—
C	Nemotron 3.5 Bolt 74B-A9B NVIDIA	Models	Local	21 on Artificial Analysis Intelligence Index	~24 GB VRAM	—
C	Beam 1.0 (501B-A23B) Reflection AI	Models	Local	1,437 on LMArena WebDev / Code Arena (overall)	~287 GB VRAM	—
C	Gemini 3.5 Flash-Lite Google	Models	Cloud	1,435 on LMArena WebDev / Code Arena (overall)	$0.85/M tokens	—
C	K-EXAONE 2.0 (750B-A37B) LG AI Research	Models	Local	20 on Artificial Analysis Intelligence Index	~428 GB VRAM	—
C	LongCat-2.0 Meituan (LongCat)	Models	Local	19 on Artificial Analysis Intelligence Index	~1014 GB VRAM	—
C	Inkling Thinking Machines Lab	Models	Local	1,414 on LMArena WebDev / Code Arena (overall)	~557 GB VRAM	—
C	Inkling Small Thinking Machines Lab	Models	Local	1,410 on LMArena WebDev / Code Arena (overall)	~159 GB VRAM	—
C	Command A+ (05-2026) Cohere	Models	Local	13 on Artificial Analysis Intelligence Index	~126 GB VRAM	—
C	Devstral 2 (2512) Mistral AI	Models	Local	1,197 on LMArena WebDev / Code Arena (overall)	~72 GB VRAM	—
C	Gemma 4 (31B) Google DeepMind	Models	Local	1,368 on LMArena WebDev / Code Arena (overall)	~19 GB VRAM	—
C	gpt-oss-120b OpenAI	Models	Local	12 on Artificial Analysis Intelligence Index	~80 GB VRAM	—
C	gpt-oss-20b OpenAI	Models	Local	9 on Artificial Analysis Intelligence Index	~16 GB VRAM	—
C	Granite 4.2 30B IBM	Models	Local	13 on Artificial Analysis Intelligence Index	~18 GB VRAM	—
C	Laguna M.1 Poolside	Models	Local	1,350 on LMArena WebDev / Code Arena (overall)	~130 GB VRAM	—
C	Llama 4 Maverick Meta	Models	Local	9 on Artificial Analysis Intelligence Index	~230 GB VRAM	—
C	Mercury 2.5 Inception	Models	Cloud	12 on Artificial Analysis Intelligence Index	$0.34/M tokens	—
C	Mistral Medium 3.5 Mistral AI	Models	Local	1,264 on LMArena WebDev / Code Arena (overall)	~75 GB VRAM	—
C	Mistral Small 4 (2603) Mistral AI	Models	Local	11 on Artificial Analysis Intelligence Index	~69 GB VRAM	—
C	Muse Glimmer 30B Meta	Models	Local	1,355 on LMArena WebDev / Code Arena (overall)	~19 GB VRAM	—
C	Nemotron 3.5 Lightning 30B-A3B NVIDIA	Models	Local	13 on Artificial Analysis Intelligence Index	~20 GB VRAM	—
C	North Mini Code 1.0 Cohere	Models	Local	10 on Artificial Analysis Intelligence Index	~19 GB VRAM	—
C	Qwen3-Coder-Next Alibaba (Qwen)	Models	Local	9 on Artificial Analysis Intelligence Index	~47 GB VRAM	—
C	Ring-2.6-1T inclusionAI (Ant Group)	Models	Local	17 on Artificial Analysis Intelligence Index	~586 GB VRAM	—
C	Solar Pro 4 Upstage	Models	Cloud	1,371 on LMArena WebDev / Code Arena (overall)	$0.52/M tokens	—
C	Trinity Large Thinking Arcee AI	Models	Local	1,238 on LMArena WebDev / Code Arena (overall)	~229 GB VRAM	—
C	Cloudflare Workers AI Cloudflare	Runtimes & gateways	Cloud	via GLM-5.3	Free tier	advanced
C	llamafile Mozilla.ai	Runtimes & gateways	Local	via GLM-5.3-Flash	Free	intermediate
C	LLM (CLI) Simon Willison	Runtimes & gateways	Local	via GLM-5.3-Flash Cloud models: tier S	Free	advanced
C	AIChat sigoden	Runtimes & gateways	Local	via GLM-5.3-Flash	Free	advanced
C	Osaurus Osaurus	Runtimes & gateways	Local	via GLM-5.3-Flash	Free	intermediate
C	mistral.rs Eric Buehler	Runtimes & gateways	Local	via GLM-5.3-Flash	Free	advanced
C	llama-swap mostlygeek	Runtimes & gateways	Local	via GLM-5.3-Flash	Free	advanced
C	Lemonade AMD (lemonade-sdk)	Runtimes & gateways	Local	via GLM-5.3-Flash	Free	intermediate
C	RamaLama RamaLama project (containers)	Runtimes & gateways	Local	via GLM-5.3-Flash	Free	advanced
C	TabbyAPI (ExLlamaV3) theroyallab	Runtimes & gateways	Local	via GLM-5.3-Flash	Free	advanced
C	Docker Model Runner Docker	Runtimes & gateways	Local	via GLM-5.3-Flash	Free	intermediate
C	MLC LLM MLC AI	Runtimes & gateways	Local	via Qwen3.8-27B	Free	advanced
C	Cerebras Inference Cerebras	Runtimes & gateways	Cloud	via Qwen3.8-27B	Free tier	intermediate
C	Groq Groq	Runtimes & gateways	Cloud	via Qwen3.8-27B	—	intermediate
C	Gemini CLI Google	Coding agents	Cloud	via Gemini 3.8 Flash	—	intermediate
C	Freebuff (formerly Codebuff) Codebuff	Coding agents	Cloud	via Claude Haiku 5.5	Free	beginner
C	Google AI Studio Google	App builders	Cloud	via Gemini 3.8 Flash	Free	intermediate
C	Pi Earendil Inc.	Coding agents	Local	via DeepSeek-V4-Pro-0813 Cloud models: tier S	Free	intermediate
C	SambaNova Cloud SambaNova	Runtimes & gateways	Cloud	via MiniMax-M3	—	intermediate
C	Jules Google	Coding agents	Cloud	via Gemini 3.1 Pro (Preview)	Free tier · $20/mo	beginner
C	OpenHands OpenHands (All Hands AI)	Coding agents	Local	via Qwen3-Coder-Next Cloud models: tier S	Free	intermediate
C	WebLLM MLC AI	Runtimes & gateways	Local	via Gemma 4 (31B)	Free	advanced
C	GenieX Qualcomm	Runtimes & gateways	Local	via Gemma 4 (31B)	Free	advanced
C	Foundry Local Microsoft	Runtimes & gateways	Local	via gpt-oss-20b	Free	intermediate
C	Vibe (formerly Le Chat) Mistral AI	Coding agents	Cloud	via Mistral Medium 3.5	Free tier · $15/mo	beginner
–	Zed Zed Industries	Editors & extensions	Local	No public result yet Cloud models: tier S	Free	beginner
–	Tabby TabbyML	Editors & extensions	Local	No public result yet	Free	advanced
–	Deep Agents Code LangChain	Coding agents	Local	No public result yet Cloud models: tier S	Free	intermediate
–	Crush Charm	Coding agents	Local	No public result yet Cloud models: tier S	Free	intermediate
–	Dyad Dyad Tech, Inc.	App builders	Local	No public result yet Cloud models: tier C	Free	intermediate
–	bolt.diy StackBlitz Labs (community)	App builders	Local	No public result yet	Free	advanced
–	mini-swe-agent SWE-agent team (Princeton & Stanford)	Coding agents	Local	No public result yet Cloud models: tier C	Free	advanced
–	twinny twinny	Editors & extensions	Local	No public result yet	Free	intermediate
–	Nanocoder Nano Collective	Coding agents	Local	No public result yet Cloud models: tier S	Free	intermediate
–	Xum (formerly Mux) Coder	Coding agents	Local	No public result yet Cloud models: tier S	Free	intermediate
–	a0.dev a0.dev	App builders	Cloud	No public result yet	Free tier	beginner
–	Anything Anything	App builders	Cloud	No public result yet	Free tier · $19/mo	beginner
–	Augment Code Augment Code	Coding agents	Cloud	No public result yet	$20/mo	intermediate
–	Bolt StackBlitz	App builders	Cloud	No public result yet	Free tier · $25/mo	beginner
–	Builder.io Builder.io	App builders	Cloud	No public result yet	Free tier	intermediate
–	CodeBuddy Tencent	Editors & extensions	Cloud	No public result yet	Free tier · $10/mo	intermediate
–	CodeGPT CodeGPT	Editors & extensions	Local	No public result yet Cloud models: tier S	Free tier · $10/mo	beginner
–	CodeRabbit CodeRabbit	Coding agents	Cloud	No public result yet	Free tier · $30/mo	beginner
–	Devstral Small 2 (2512) Mistral AI	Models	Local	No public result yet	~15 GB VRAM	—
–	Emergent Emergent	App builders	Cloud	No public result yet	Free tier · $20/mo	beginner
–	Figma Make Figma	App builders	Cloud	No public result yet	Free tier	beginner
–	Greptile Greptile	Coding agents	Cloud	No public result yet	Free tier · $30/mo	beginner
–	Junie JetBrains	Coding agents	Local	No public result yet	Free tier · $8.33/mo	intermediate
–	Laguna XS 2.1 Poolside	Models	Local	No public result yet	~21 GB VRAM	—
–	Leap Leap	App builders	Cloud	No public result yet	Free tier · $30/mo	intermediate
–	Lovable Lovable	App builders	Cloud	No public result yet	Free tier · $25/mo	beginner
–	Macaly Macaly	App builders	Cloud	No public result yet	Free tier · $10/mo	beginner
–	Mellum2.1 Thinking (12B-A2.5B) JetBrains	Models	Local	No public result yet	~8 GB VRAM	—
–	Qodo Qodo	Coding agents	Cloud	No public result yet	$30/mo	intermediate
–	Replit Replit	App builders	Cloud	No public result yet	Free tier · $20/mo	beginner
–	Rocket Rocket	App builders	Cloud	No public result yet	Free tier · $25/mo	beginner
–	Rork Rork	App builders	Cloud	No public result yet	Free tier · $25/mo	beginner
–	Same Same	App builders	Cloud	No public result yet	Free tier · $10/mo	beginner
–	v0 Vercel	App builders	Cloud	No public result yet	Free tier · $30/mo	beginner
–	Vibecode Vibecode	App builders	Cloud	No public result yet	Free tier · $20/mo	beginner

Benchmarks used

LMArena WebDev / Code Arena (overall) by LMArena (arena.ai) (blind human votes, Arena score (Bradley-Terry rating from pairwise human votes on web-app generation)) · snapshot 18 Oct 2026
Read from lmarena-ai/leaderboard-dataset (webdev subset = Code Arena, latest split, category overall, publish date 2026-10-18). Best coding coverage of current versions among the boards checked (all closed frontier models plus most open families, incl. Hy4 preview, MiMo-V2.6-Flash, Qwen3.8-Flash-Next, Step 5 Preview, Beam 1.0, Inkling, Laguna M.1, Kimi K2.7 Code, Mistral Large 4, Seed2.1 Pro Preview, Solar Pro 4, GPT-5.6 Terra); gpt-oss, Llama 4, Qwen3-Coder-Next, Devstral Small 2 and Qwen3.8-2.4T are absent. Some new entries have few votes (Gemini 3.5 Flash-Lite: 238).
Artificial Analysis Intelligence Index by Artificial Analysis (automated tests, Composite index over Artificial Analysis' own evaluation suite) · snapshot 19 Oct 2026
Values taken from the model data embedded in the leaderboard page (the page shows rounded integers and states 135 models ranked (68 open weights); no last-updated date shown). Covers nearly all current closed and open families; Devstral is absent. Older versions score much lower than on earlier index versions, so compare only within this snapshot. Some entries are flagged 'estimated' by AA; non-estimated entries were preferred.
Artificial Analysis Coding Agent Index (v1.5) by Artificial Analysis (automated tests, Composite index: equal-weight mean of pass@1 (3 attempts/task) on DeepSWE v1.1, Terminal-Bench 4.0 and SWE-Atlas-QnA, per agent + model, ranks tools) · snapshot 18 Oct 2026
42 agent+model entries (page shows 15 by default) from first-party harnesses: Claude Code, Codex, Devin Fusion CLI, Antigravity CLI/SDK, Grok Build, Muse Code (Meta), Kimi Code CLI, OpenCode, Mirror. Values are indexScore x 100 rounded to 1 decimal, read from the page's embedded data. Also reports cost, tokens, time, refusals and reward hacking. Covers 6 tools in this file: antigravity, claude-code, codex, devin, grok-build, opencode. No Cursor, Copilot, Cline, Kilo Code, Aider or builder entries.
Terminal-Bench 4.0 by Terminal-Bench (Stanford / Laude Institute; hosted on Harbor) (automated tests, Accuracy: share of terminal tasks solved by an agent harness + model pair, ranks tools) · snapshot 18 Oct 2026
35 agent+model entries from 5 distinct harnesses (incl. reasoning-effort variants). Current default version on tbench.ai; first-party harnesses only so far (Claude Code, Codex, Grok Build, Meta's Muse Code) plus mini-SWE-agent. Covers 3 tools in this file: claude-code, codex, grok-build. Page renders client-side; rows read from the site's own API (POST https://ofhuhcpkvzjlejydnvyd.supabase.co/functions/v1/leaderboard-read, package 'terminal-bench/terminal-bench', name '4-0-0'). No last-updated date on the page; API metadata: board created 2026-08-27, updated 2026-10-06.

Coding

Quality vs. price

Quality vs. setup

Everything, in order

Benchmarks used