Nous
·Released on Aug 18, 2024

Hermes 3 70B Instruct API Benchmarks, Pricing & Provider Data

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Hermes 3 is a generalist language model with many improvements over [Hermes 2](/models/nousresearch/nous-hermes-2-mistral-7b-dpo), including advanced agentic capabilities, much better roleplaying, rea...

Category Performance

Observed-capability estimates with uncertainty reported separately from independent benchmark families.

Coverage
3 / 8
Methodology
V3.0
Category PerformanceObserved-capability estimates with uncertainty reported separately from independent benchmark families.Agents-Coding36.6Reasoning37.8Knowledge-Math39.6Multilingual-Multimodal-Instruction following-
#1Math39.6Estimated2/4 Measured dimensions
80% interval: 27.851.4
foundational math40
math_500 · math_500
competition math39.2
aime · aime
proof frontierPrior only
applied tool mathPrior only
#2Reasoning37.8Estimated2/4 Measured dimensions
80% interval: 26.648.9
abstract logicPrior only
scientific causal38.7
gpqa · gpqa / hle · hle
multistep constraints36.8
mmlu_pro · mmlu_pro
evidence verificationPrior only
#3Coding36.6Provisional1/4 Measured dimensions
80% interval: 22.750.6
code generation36.6
livecodebench · livecodebench / scicode · scicode
repository engineeringPrior only
debugging testingPrior only
tooling qualityPrior only
No data:AgentsKnowledgeMultilingualMultimodalInstruction following

Specifications

Input and output token limits for this model, plus how it ranks on long-context understanding.

INPUT
131.1Ktokens
157.3 pages of text
OUTPUT
16.4Ktokens
8K128K1M4M
131.1K

Features

Technical Details

Input
Output
Total parameters
70B
Released
Aug 2024
Knowledge cutoff
2023-12-31
Tokenizer
Llama3
Architecture
text->text
Instruct type
chatml
Moderated
No
Supported parameters
frequency_penaltylogit_biasmax_tokensmin_ppresence_penaltyrepetition_penaltyresponse_formatseedstopstructured_outputstemperaturetop_ktop_p

Rankings

Excels at

Detailed scores

Updated: Aug 23, 2026

Pricing

undefined metric} other undefined metrics}}

Input price$0.700/M#101 / 180Output price$0.700/M#31 / 180
Input price
LMSpeed rank#101
Score$0.700/M
UpdatedAug 23, 2026
Confidence4
Output price
LMSpeed rank#31
Score$0.700/M
UpdatedAug 23, 2026
Confidence4

Agents

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Planning & decompositionPrior only
Tool usePrior only
Environment & long-horizon executionPrior only
Recovery & completion reliabilityPrior only

Coding

V3.0

undefined metric} other undefined metrics}} · Provisional

Score36.680% interval22.7–50.61/4 Measured dimensionsLiveCodeBench18.8%#105 / 115SciCode23.1%#184 / 204
Dimensions and evidence
Code generation36.6
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
livecodebench · livecodebench · z -0.91 · q 1.00
scicode · scicode · z -1.56 · q 1.00
Repository engineeringPrior only
Debugging & testingPrior only
Tool-assisted development & qualityPrior only
LiveCodeBenchV3 evidence
LMSpeed rank#105
Score18.8%
UpdatedAug 23, 2026
Confidence4
SciCodeV3 evidence
LMSpeed rank#184
Score23.1%
UpdatedAug 23, 2026
Confidence4

Reasoning

V3.0

undefined metric} other undefined metrics}} · Estimated

Score37.880% interval26.6–48.92/4 Measured dimensionsMMLU-Pro57.1%#120 / 129GPQA40.1%#200 / 211
Dimensions and evidence
Abstract logicPrior only
Scientific & causal reasoning38.7
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
gpqa · gpqa · z -1.51 · q 1.00
hle · hle · z -0.88 · q 1.00
Multi-step constraints36.8
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
mmlu_pro · mmlu_pro · z -1.97 · q 1.00
Evidence integration & verificationPrior only
MMLU-ProV3 evidence
LMSpeed rank#120
Score57.1%
UpdatedAug 23, 2026
Confidence4
GPQAV3 evidence
LMSpeed rank#200
Score40.1%
UpdatedAug 23, 2026
Confidence4
HLEV3 evidence
LMSpeed rank#178
Score4.0%
UpdatedAug 23, 2026
Confidence4

Knowledge

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Broad knowledgePrior only
Professional knowledgePrior only
FactualityPrior only
Retrieval & open-book usePrior only

Math

V3.0

undefined metric} other undefined metrics}} · Estimated

Score39.680% interval27.8–51.42/4 Measured dimensionsAIME2.3%#66 / 68MATH-50053.8%#68 / 73
Dimensions and evidence
Foundational math40
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
math_500 · math_500 · z -1.30 · q 1.00
Competition math39.2
undefined family} other undefined families}} · undefined metric} other undefined metrics}}
aime · aime · z -1.46 · q 1.00
Advanced proofsPrior only
Applied & tool-assisted mathPrior only
AIMEV3 evidence
LMSpeed rank#66
Score2.3%
UpdatedAug 23, 2026
Confidence4
MATH-500V3 evidence
LMSpeed rank#68
Score53.8%
UpdatedAug 23, 2026
Confidence4

Multilingual

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Cross-language understandingPrior only
Multilingual generationPrior only
Reasoning transferPrior only
Low-resource robustnessPrior only

Multimodal

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Perception & OCRPrior only
Document & spatial understandingPrior only
Visual reasoningPrior only
Video & grounded actionPrior only

Instruction following

V3.0

undefined metric} other undefined metrics}} · No data

No data80% interval30.8–69.20/4 Measured dimensions
Dimensions and evidence
Constraint followingPrior only
Structured outputPrior only
Novel-instruction generalizationPrior only
Multi-turn & long instructionsPrior only

OpenRouter endpoints

1 endpoints

Third-party OpenRouter endpoint data, shown separately from LMSpeed measurements. Some 30-minute live performance fields only appear after syncing with an OpenRouter API key.

Provider endpointInputOutput1d uptime30m latency30m throughputContext / output
DeepInfra
deepinfra/fp8
$0.700/M$0.700/M100%undefined tokens / undefined tokens

Rankings are based on community-submitted tests and periodic health probes. Advisory only, not official data.Artificial AnalysisStandard benchmark data may include BenchLM and other public sources.

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