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Vision-language

Gemini 2.0 Flash

By Google DeepMind, in the Gemini Flash family.

#7Professional knowledge work

Released: 11 Dec 2024
Status: Retired
Retired: 1 Jun 2026
Context: 1M
Max output: 8.2K
Input per 1M tokens: $0.10
Output per 1M tokens: $0.40
Open weights: No
License: proprietary
Parameters: —
Knowledge cutoff: Aug 2024
Reasoning: No
Modalities: text, image, audio, video → text

Category scores

Out of 100, from independent and third-party results only, by method category-2026-09-29.1.

Category scores
Category	Score	Rank	Coverage
Knowledge & reasoning	2.7	Not ranked	1 of 4
Coding & software engineering	22.2	Not ranked	1 of 5
Professional knowledge work	11.4	7	1 of 1
Vision & multimodal understanding	77.0	Not ranked	1 of 3
Human preference	32.7	Not ranked	2 of 5

Benchmark results

Every result we hold for this model, with who ran it and where it was published.

Knowledge & reasoning

Knowledge & reasoning results
Benchmark	Metric	Value	Provenance	Setting	Evaluated	Source
DTBench (Decision Theory Benchmark)	Accuracy (capability questions)	63.2%	Third party	—	—	https://conceptualreasoning.ai/dtbench via Epoch AI
MMLU	Accuracy	79.7%	Third party	—	—	Stanford CRFM Leaderboard via Epoch AI
SimpleBench	Score (AVG@5)	18.9%	Third party	—	—	SimpleBench Leaderboard via Epoch AI

Scientific reasoning

Scientific reasoning results
Benchmark	Metric	Value	Provenance	Setting	Evaluated	Source
GPQA Diamond	Accuracy	64.1%	Independent	—	6 Feb 2025	Epoch AI

Mathematics

Mathematics results
Benchmark	Metric	Value	Provenance	Setting	Evaluated	Source
FrontierMath Tiers 1-3 (v1)	Accuracy	1.7%	Independent	—	9 Mar 2025	Epoch AI
MATH Level 5	Accuracy	82.2%	Independent	—	6 Feb 2025	Epoch AI
OTIS Mock AIME 2024-2025	Accuracy	31.1%	Independent	—	25 Feb 2025	Epoch AI

Coding & software engineering

Coding & software engineering results
Benchmark	Metric	Value	Provenance	Setting	Evaluated	Source
Aider Polyglot	Percent correct	22.2%	Third party	—	—	https://aider.chat/docs/leaderboards/ via Epoch AI
CadEval	Overall pass rate	30.0%	Third party	—	—	CadEval Dashboard via Epoch AI
WeirdML (v2)	Average accuracy	25.8%	Third party	—	—	https://htihle.github.io/weirdml.html via Epoch AI

Professional knowledge work

Professional knowledge work results
Benchmark	Metric	Value	Provenance	Setting	Evaluated	Source
TheAgentCompany	Tasks resolved	11.4%	Third party	—	—	TheAgentCompany experiment results github via Epoch AI

Long context

Long context results
Benchmark	Metric	Value	Provenance	Setting	Evaluated	Source
Fiction.LiveBench	% correct at 16K tokens (Epoch's column)	61.1%	Third party	—	—	Fiction.live leaderboard via Epoch AI

Vision & multimodal understanding

Vision & multimodal understanding results
Benchmark	Metric	Value	Provenance	Setting	Evaluated	Source
GeoBench	Country accuracy	77.0%	Third party	—	—	GeoBench leaderboard via Epoch AI

Writing

Writing results
Benchmark	Metric	Value	Provenance	Setting	Evaluated	Source
LLM Creative Story-Writing Benchmark V1 (Lech Mazur)	Mean rubric score (percent of the 10-point scale)	71.5%	Third party	—	—	lechmazur/writing Github repository via Epoch AI

Human preference

Human preference results
Benchmark	Metric	Value	Provenance	Setting	Evaluated	Source
Text Arena (arena.ai)	Arena score (Elo scale)	1360	Independent	—	25 Sep 2026	Arena
Text Arena (arena.ai)	Votes	43315	Independent	—	25 Sep 2026	Arena
Vision Arena (arena.ai)	Arena score (Elo scale)	1172	Independent	—	28 Sep 2026	Arena
Vision Arena (arena.ai)	Votes	10137	Independent	—	28 Sep 2026	Arena

Other Gemini Flash versions

Gemini 3.8 Flash Cyber16 Sep 2026
Gemini 3.8 Flash2 Sep 2026
Gemini 3.7 Flash13 Aug 2026
Gemini 3.6 Flash21 Jul 2026
Gemini 3.5 Flash19 May 2026
Gemini 3 Flash17 Dec 2025
Gemini 2.5 Flash17 Apr 2025
Gemini 2.0 Flash Thinking19 Dec 2024
Gemini 1.5 Flash-8B27 Aug 2024
Gemini 1.5 Flash14 May 2024

Sources