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zerank-2

ZeroEntropy's 4B multilingual reranker, available by API and as open weights; smaller and nano tiers exist.

  • ZeroEntropy
  • Open weights
  • Released Nov 2025

Official page

Where it ranks

Facts

Vendor
ZeroEntropy
Family
zerank
Released
Nov 2025
Weights
Open: download and run it yourself
License
Apache-2.0
Parameters
4.02B
GPU memory to run locally
~9 GB (Derived: 4.02B parameters x 2 bytes = ~8 GB of bf16 weights.)
API price
$0.03 in / $0 out per 1M tokens (input only; reranking, $0.025 per 1M tokens)
Access
Free (open weights)
Last verified
19 Oct 2026

Price from zeroentropy.dev, 19 Oct 2026.

Benchmark results

BenchmarkResultEntry on the leaderboardAs ofSource
Agentset Reranker Leaderboard1,638Zerank 2
ELO from GPT-5-judged pairwise comparisons; rank 1 of 12; win rate 57.2%; page says 'Last updated: February 15, 2026'.
15 Feb 2026agentset.ai

Where you can use it

No tracked tool lists this model yet; as open weights it runs in local runtimes.

Earlier versions

  • zerank-1 · Jun 2025

Sources