BenchLeader

Hermes 4 405B

Reasoning effort

Hermes 4 405B is a Nous Research open-weights reasoning model, released 30 Jan 2026. It is not yet ranked: 1 independent result so far, and the index needs at least five across two categories. At $1.50 per million tokens blended it is pricier than most ranked models. Output speed of 36 tokens per second puts it in the slowest quarter, with a first token in 0.4 s. It has been measured at 2 reasoning-effort settings; this summary describes the best-scoring one, and the tabs above switch between them.

Blended price
$1.50/M
$1.00 in · $3.00 out
Output speed
36 tok/s
OpenRouter traffic, 7-day median; not yet measured by Artificial Analysis
First answer
0.41 s
Context
131k
Full answer
–
Cost per run
–
Released
30 Jan 2026
How it scores by categoryDashed line = average model (50). One step of 15 = one standard deviation.
  1. Reasoning30

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 reasoningbest––36 tok/s0.41 s$0.0013Reasoning 30
thinking––36 tok/s0.41 s$0.0013Reasoning 52

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
Kagi LLM Benchmark30.1%#12455.8%#63Kagi LLM Benchmark

Where to run it

Every provider serving this model through OpenRouter, with throughput and first-token latency measured on live traffic over the last 30 minutes and each provider’s own price. Purple marks the best in each column.

ProviderSpeedFirst tokenInput $/MOutput $/MContextQuantisation
Nebius Token Factory39 tok/s0.38 s$1.00$3.00131kfp8

What a task costs

Estimates from list price, output speed and time to first answer for the best configuration. “With caching” assumes three-quarters of the input is served from the prompt cache at $1.00 per 1M. Reasoning tokens are not modelled.

WorkloadTokens in / outCostWith cachingTime
Chat reply400 / 300$0.0013$0.00138.7 s
Summarize a 30-page report12,000 / 600$0.014$0.01417.1 s
Code edit6,000 / 1,500$0.011$0.01142.1 s
Agentic coding session60,000 / 4,000$0.072$0.0721.9 min
Structured extraction2,000 / 200$0.0026$0.00266.0 s

More from Nous Research

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See also

Questions people ask

Why does Hermes 4 405B have no BenchLeader Index score?
The index needs at least five independent results across at least two categories; as of 25 Oct 2026 Hermes 4 405B has 1 that count. Launch-post scores are never used, so it is ranked once independent publishers have measured it.
How much does Hermes 4 405B cost per 1M tokens?
As of 25 Oct 2026, Hermes 4 405B costs $1.00 per 1M input tokens and $3.00 per 1M output tokens, $1.50 blended (three input tokens per output token).
When was Hermes 4 405B released?
Nous Research released Hermes 4 405B on 30 Jan 2026. BenchLeader has results for it at 2 reasoning-effort settings.

Data as of 25 Oct 2026. Compare these configurations.

Cite as: BenchLeader, “Hermes 4 405B: benchmarks, pricing, speed and rank”, data as of 25 Oct 2026, https://www.benchleader.com/models/hermes-4-405b.