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  1. Models
  2. Text
  3. Google

Gemma 4 31B

Google's Gemma 4 31B instruction-tuned model for heavier reasoning, coding, agentic workflows, and long-context multimodal understanding. This route keeps tokenizer thinking disabled for faster direct answers. Requests containing video cost $0.14 per million input tokens and $0.40 per million output tokens.

  • Reasoning
  • Vision
  • Video Input
  • Structured Output

Added Apr 2, 2026

Model weights

Pricing

Auto routing · per 1M tokens
Input
$0.11
Output
$0.33
Cache read
$0.05
Compare provider prices

Specifications

Context window
262.1K
Max output
131.1K
Parameters
31B

Benchmarks

Sourced from LMArena.

Arena Score

1451.9

Overall Rank

#78 / 421

Votes

6,130

Confidence Interval

1444.4 - 1459.3

Category Scores

Coding

#78 / 416

1,411 votes

1501.9

Math

#58 / 404

430 votes

1467.2

Longer Query

#63 / 399

1,801 votes

1468.9

Creative Writing

#88 / 419

974 votes

1418.5

Instruction Following

#63 / 421

1,801 votes

1453.1

Hard Prompts

#76 / 421

3,564 votes

1475.2

Additional Categories
19

Expert

#47 / 371

501 votes

1497.7

Russian

#51 / 385

825 votes

1467.5

Industry Mathematical

#61 / 401

344 votes

1471.4

Hard Prompts English

#67 / 419

1,322 votes

1485.7

Industry Software And It Services

#70 / 421

2,214 votes

1491.8

Industry Life And Physical And Social Science

#73 / 419

930 votes

1473.4

Multi Turn

#74 / 419

1,122 votes

1464.6

Industry Medicine And Healthcare

#75 / 390

421 votes

1471.1

Spanish

#75 / 303

253 votes

1449.8

Industry Writing And Literature And Language

#76 / 420

1,426 votes

1434.6

English

#78 / 421

2,320 votes

1462.2

Exclude Ties

#78 / 421

4,218 votes

1454.9

Industry Business And Management And Financial Operations

#80 / 414

1,177 votes

1448.8

Non English

#81 / 421

3,810 votes

1437.8

Industry Entertainment And Sports And Media

#86 / 419

1,089 votes

1416.2

Industry Legal And Government

#92 / 393

452 votes

1454.9

Chinese

#93 / 395

521 votes

1478.5

Polish

#98 / 244

203 votes

1435.7

French

#100 / 301

267 votes

1456.8

Published 2026-11-09 · Matched as Gemma 4 31B · CC BY 4.0

LMArena Dataset

Leaderboard results

BenchmarkScoreRank on NanoGPT
Epoch AI Benchmarking Hub

Epoch AI data, CC BY 4.0 · Updated Nov 12, 2026

Epoch Capabilities Index

144.3

#84 of 115

GPQA Diamond

75.8%

#87 of 119

SimpleQA Verified

10.4%

#80 of 82

OTIS Mock AIME 2024–2025

73.3%

#85 of 121

EQ-Bench

EQ-Bench data, MIT · Updated Nov 12, 2026

EQ-Bench 4

1110

#25 of 31

Creative Writing v3

1369

#69 of 96

Longform Writing

56.5

#62 of 97

EQ-Bench 3

1464

#22 of 49

UGI Leaderboard

UGI Leaderboard data, Apache-2.0 · Updated Oct 16, 2026

UGI Score

23.1

#121 of 149

UGI Willingness

2.5

#94 of 149

UGI Writing

43.1

#72 of 149

Filtered and ranked to models on NanoGPT.

Providers

Choose or restrict providers with the API. Provider-selection prices include the selection markup. Provider selection guide · Pricing API (JSON, USD per 1K tokens)

Auto
Auto (ZDR)
$0.11$0.33$0.05N/AN/A
Auto
Auto (Anonymized)
$0.11$0.33$0.05N/AN/A
Sail Research (Standard)
Sail Research (Standard)
FP4
GLB
$0.0735$0.42$0.0525N/AN/A
Kitani
Kitani
INT4
GLB
$0.0945$0.452$0.0473N/AN/A
Creekside Compute
Creekside Compute
NVFP4
GLB
$0.0954$0.278$0.0112N/AN/A
Runware
Runware
10% off
UNK
$0.107$0.0964$0.312$0.281$0.0126$0.0113N/AN/A
CoreWeave
CoreWeave
FP4
US
$0.105$0.357$0.105N/AN/A
Aoru AI
Aoru AI
NVFP4
KR
$0.105$0.472$0.0525N/AN/A
Hyperfusion
Hyperfusion
BF16
AE
$0.136$0.399N/AN/AN/A
Ollama
Ollama
UNK
$0.147$0.42$0.0525N/AN/A
Sail Research (ASAP)
Sail Research (ASAP)
FP4
GLB
$0.147$0.42$0.0735N/AN/A
Crusoe
Crusoe
BF16
US
$0.147$0.42$0.147N/AN/A
DekaLLM
DekaLLM
ID
$0.147$0.42$0.0525N/AN/A
Friendli
Friendli
US
$0.147$0.42N/AN/AN/A
Novita
Novita
BF16
US
$0.147$0.42N/AN/AN/A
NeuralWatt
NeuralWatt
FP4
US
$0.151$0.441$0.0151N/AN/A
Greenference
Greenference
FP8
EU
$0.156$0.441$0.0606N/AN/A
NextBit
NextBit
FP4
EU
$0.157$0.42$0.063N/AN/A
Parasail
Parasail
FP8
US
$0.157$0.42$0.063N/AN/A
ArliAI
ArliAI
ID
$0.189$0.189N/AN/AN/A
PrimeIntellect
PrimeIntellect
FP4
UNK
$0.21$0.352$0.105N/AN/A
DeepInfra
DeepInfra
FP8
US
$0.21$0.42$0.021N/AN/A
SCX (Global)
SCX (Global)
BF16
GLB
$0.315$0.956N/AN/AN/A
Uomi
Uomi
FP8
GLB
$0.344$0.60N/AN/AN/A
Modal
Modal
US
$0.357$0.105$0.105N/AN/A
SambaNova
SambaNova
US
$0.399$1.21N/AN/AN/A
Tinfoil
Tinfoil
TEE verified
US
$0.42$1.05N/AN/AN/A
SiliconFlow
SiliconFlow
FP8
SG
$0.787$1.05$0.263N/AN/A
Privacy:ZDR, prompts not retainedNo training on promptsRetention and training unclearRetains prompts, training unclear
Batch API
ProviderInputOutputCached input
Aoru AI
Aoru AIgoogle/gemma-4-31b-it
$0.05/M$0.225/M$0.025/M

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Gemma 4 31B Thinking

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Gemma 4 26B A4B Cybersecurity

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Gemma 4 26B A4B Cybersecurity is a cybersecurity-focused variant based on the uncensored model, with provider moderation for illegal activities. It supports optional reasoning, image understanding, tool calling, and a 262,144-token context window.

Gemma 4 26B A4B

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Google's Gemma 4 26B A4B instruction-tuned model built for scalable reasoning, coding, long-context, and multimodal workflows. This route is tuned for faster direct answers while preserving multimodal and structured output support. Requests containing video cost $0.10 per million input tokens and $0.40 per million output tokens.

Gemma 4 26B A4B Thinking

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DiffusionGemma

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Gemma 4 31B Scarlet

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