Models / Gemini 3.6 Flash

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Gemini 3.6 Flash

21 published results from 2 sources. Each card shows where the number comes from and what it does not measure. Results are never combined into one score.

Provider: Google
Sources: 2
Our benchmarks: 0
Price: Not yet published

Reported by others

Reported by Arena (formerly LMArena)

-0.08

Confirmed task success · rank 28 of 46

Unit: IPS effect estimate, higher is better
Range: -0.10 to -0.05
Sample: 17636 observations
Configuration: Gemini 3.6 Flash
Measured: 28 Sep 2026
Not shown: Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.

Reported by Arena (formerly LMArena)

-0.09

Praise over complaint · rank 32 of 46

Unit: IPS effect estimate, higher is better
Range: -0.11 to -0.06
Sample: 7408 observations
Configuration: Gemini 3.6 Flash
Measured: 28 Sep 2026
Not shown: Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.

Reported by Arena (formerly LMArena)

-0.04

Steerability · rank 24 of 46

Unit: IPS effect estimate, higher is better
Range: -0.06 to -0.02
Sample: 24888 observations
Configuration: Gemini 3.6 Flash
Measured: 28 Sep 2026
Not shown: Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.

Reported by Arena (formerly LMArena)

0.00

Tool grounding · rank 1 of 46

Unit: IPS effect estimate, higher is better
Range: 0.00 to 0.00
Sample: 1249005 observations
Configuration: Gemini 3.6 Flash
Measured: 28 Sep 2026
Not shown: Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.

Reported by Arena (formerly LMArena)

1,453

Overall · rank 17 of 44

Unit: Arena rating, higher is better
Range: 1,443 to 1,464
Sample: 2975 votes
Configuration: Gemini 3.6 Flash (high)
Measured: 13 Sep 2026
Not shown: Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.

Reported by Arena (formerly LMArena)

1,470

Overall · rank 14 of 177

Unit: Arena rating, higher is better
Range: 1,466 to 1,474
Sample: 33361 votes
Configuration: Gemini 3.6 Flash (high)
Measured: 25 Sep 2026
Not shown: Not an error rate: claims that cannot be checked on the web are skipped, and preference still carries most of the weight.

Reported by Arena (formerly LMArena)

1,472

Business, management and finance · rank 13 of 402

Unit: Arena rating, higher is better
Range: 1,464 to 1,480
Sample: 6456 votes
Configuration: Gemini 3.6 Flash (high)
Measured: 25 Sep 2026
Not shown: Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.

Reported by Arena (formerly LMArena)

1,469

Creative writing · rank 6 of 407

Unit: Arena rating, higher is better
Range: 1,461 to 1,477
Sample: 6873 votes
Configuration: Gemini 3.6 Flash (high)
Measured: 25 Sep 2026
Not shown: Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.

Reported by Arena (formerly LMArena)

1,500

Expert prompts · rank 14 of 359

Unit: Arena rating, higher is better
Range: 1,490 to 1,510
Sample: 3963 votes
Configuration: Gemini 3.6 Flash (high)
Measured: 25 Sep 2026
Not shown: Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.

Reported by Arena (formerly LMArena)

1,473

Instruction following · rank 13 of 409

Unit: Arena rating, higher is better
Range: 1,466 to 1,479
Sample: 12339 votes
Configuration: Gemini 3.6 Flash (high)
Measured: 25 Sep 2026
Not shown: Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.

Reported by Arena (formerly LMArena)

1,482

Overall · rank 11 of 409

Unit: Arena rating, higher is better
Range: 1,477 to 1,486
Sample: 33739 votes
Configuration: Gemini 3.6 Flash (high)
Measured: 25 Sep 2026
Not shown: Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.

Reported by Arena (formerly LMArena)

1,472

Writing, literature and language · rank 8 of 408

Unit: Arena rating, higher is better
Range: 1,465 to 1,480
Sample: 9055 votes
Configuration: Gemini 3.6 Flash (high)
Measured: 25 Sep 2026
Not shown: Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.

Reported by UGI Leaderboard

11.0%

Requested-length error · rank 91 of 370

Unit: % off the requested word count, lower is better
Configuration: Gemini 3.6 Flash (high)
Measured: 3 Sep 2026
Not shown: Not other format limits such as character counts or bullet counts.

Reported by UGI Leaderboard

12.0%

Requested-length error · rank 98 of 370

Unit: % off the requested word count, lower is better
Configuration: gemini-3.6-flash
Measured: 3 Sep 2026
Not shown: Not other format limits such as character counts or bullet counts.

Reported by UGI Leaderboard

9.0%

Requested-length error · rank 67 of 370

Unit: % off the requested word count, lower is better
Configuration: gemini-3.6-flash
Measured: 3 Sep 2026
Not shown: Not other format limits such as character counts or bullet counts.

Reported by UGI Leaderboard

0.32

Style adherence · rank 285 of 370

Unit: score from 0 to 1, higher is better
Configuration: Gemini 3.6 Flash (high)
Measured: 3 Sep 2026
Not shown: Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.

Reported by UGI Leaderboard

0.33

Style adherence · rank 266 of 370

Unit: score from 0 to 1, higher is better
Configuration: gemini-3.6-flash
Measured: 3 Sep 2026
Not shown: Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.

Reported by UGI Leaderboard

0.30

Style adherence · rank 326 of 370

Unit: score from 0 to 1, higher is better
Configuration: gemini-3.6-flash
Measured: 3 Sep 2026
Not shown: Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.

Reported by UGI Leaderboard

69.4

Writing score · rank 29 of 370

Unit: score out of 100, higher is better
Configuration: Gemini 3.6 Flash (high)
Measured: 3 Sep 2026
Not shown: Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.

Reported by UGI Leaderboard

69.8

Writing score · rank 24 of 370

Unit: score out of 100, higher is better
Configuration: gemini-3.6-flash
Measured: 3 Sep 2026
Not shown: Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.

Reported by UGI Leaderboard

65.7

Writing score · rank 58 of 370

Unit: score out of 100, higher is better
Configuration: gemini-3.6-flash
Measured: 3 Sep 2026
Not shown: Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.

Gemini 3.6 Flash

Reported by others

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