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Hermes 4 70B

Reasoning effort

Hermes 4 70B is a Nous Research open-weights reasoning model, released 27 Aug 2025. Its best configuration (thinking reasoning effort) ranks #640 of 785 on the BenchLeader Index at 41.1 ±3.2, in the lower half. The ± is the point: 276 other configurations score within that range, so they and this one cannot be told apart on quality alone — price and speed are what separate them. It scores highest in reasoning (41) and lowest in long context (29). It has been measured at 2 reasoning-effort settings; this summary describes the best-scoring one, and the tabs above switch between them. Last measured 27 Aug 2025.stale: no new result in six months

Blended price
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Output speed
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First answer
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Context
128k
Full answer
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Cost per run
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Released
27 Aug 2025
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Overall index41
  2. Reasoning41
  3. Agents & tools38
  4. Knowledge39
  5. Instruction following35
  6. Long context29
  7. Composite38

Reasoning-effort configurations

The same model behaves differently depending on how much it is allowed to think. Each row is one setting, scored only on the benchmarks that were run at that setting. “Not stated” collects results from publishers that did not say which setting they used; for a reasoning model that is usually its thinking mode, but we do not assume it. Pick a setting here or at the top of the page to see its price, speed and category scores.

EffortIndexRankSpeedFirst answerChat reply costCategories
no reasoning40.0#668–––Agents & tools 34 · Composite 37 · Instruction following 33 · Knowledge 40 · Long context 26 · Reasoning 41
thinkingbest41.1#640–––Agents & tools 38 · Composite 38 · Instruction following 35 · Knowledge 39 · Long context 29 · Reasoning 41

How its index has moved

9 Sept 2026 to 21 Oct 2026
374145
  • thinking
  • no reasoning

The index is recomputed from scratch every day, so a line moves when a new benchmark result lands, when a publisher revises a score, or when the models it is normalised against change. Early movement usually means the score is still settling.

Benchmark results

See all LLM benchmarks. One column per reasoning effort. Rank is among every configuration of every model on that benchmark. Hover a score for the run it came from.

Reasoning

Benchmarkno reasoningthinkingSource
GPQA Diamond (AA)not in index49.1%#43369.9%#299Artificial Analysis
Humanity's Last Exam (AA)not in index3.6%#5868.8%#343Artificial Analysis
CritPt0.0%#3150.0%#315Artificial Analysis

Agents & tools

Benchmarkno reasoningthinkingSource
Terminal-Bench Hard0.0%#3624.5%#284Artificial Analysis
τ²-Bench Telecom (AA)not in index21.6%#31922.5%#311Artificial Analysis

Knowledge

Benchmarkno reasoningthinkingSource
AA-Omniscience-48.6#378-49.4#385Artificial Analysis
AA-Omniscience: accuracynot in index18.7%#32923.6%#256Artificial Analysis
AA-Omniscience: non-hallucinationnot in index17.3%#3174.6%#528Artificial Analysis

Instruction following

Benchmarkno reasoningthinkingSource
IFBench29.0%#37031.3%#356Artificial Analysis

Long context

Benchmarkno reasoningthinkingSource
AA-LCR4.7%#4899.7%#469Artificial Analysis

Composite

Benchmarkno reasoningthinkingSource
AA Intelligence Index v4.3.26.7#5167.9#449Artificial Analysis

More from Nous Research

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Questions people ask

What are Hermes 4 70B's benchmark scores?
As of 25 Oct 2026, Hermes 4 70B (thinking effort) scores 41.1 ±3.2 on the BenchLeader Index, strongest in reasoning (41) and weakest in long context (29). That rests on 6 independent benchmark results, and every score on this page links to its publisher.
How does Hermes 4 70B rank?
Hermes 4 70B (thinking effort) is #640 of 785 ranked configurations on 25 Oct 2026. 276 other configurations score within its margin, so the exact position matters less than the band. The leader is Claude Opus 5.5 (max effort) at 72.6.
When was Hermes 4 70B released?
Nous Research released Hermes 4 70B on 27 Aug 2025. BenchLeader has results for it at 2 reasoning-effort settings.

Data as of 25 Oct 2026. Compare these configurations.

Cite as: BenchLeader, “Hermes 4 70B: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/hermes-4-llama-3-1-70b.