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Gemini 2.0 Flash

Google

Strongest in Safe-prompt compliance (#48 of 82), weakest in Toxicity avoidance (#199 of 268). Above par in 8 of 23 scopes. Among the models it meets almost everywhere, it finishes behind GPT-5 and O3 and ahead of Gemma 4 31B and Claude 3.5 Haiku.

§ 1 · Profile

What it is good at

Bars run from 50 — the average of the models each source lists — so right of the line is above par. The middle column is the gap to whoever leads that scope.

Coding45.4#123/179
Agentic coding44.9#119/173
Knowledge48#135/197
Academic knowledge45.2#96/123
Safety51.5#143/329
Safe-prompt compliance52.6#48/82
Jailbreak resistance57.3#77/268
Fairness50.2#111/292
Harm refusal52.1#120/292
Secure code45.8#189/270
Toxicity avoidance49.7#199/268
Core abilities44.9#144/199
General intelligence42.7#138/178
Professional45.6#148/194
Legal50.1#89/173
Medical48.9#96/149
Finance40.7#136/162
Human preference52.8#167/354
Human preference52.8#167/354
Reasoning38.6#178/195
Science42.4#95/122
Mathematics40.3#119/152
Reasoning35.2#140/147

§ 2 · Head to head

What it beats, and what beats it

The same models turn up scope after scope. Counted once: where both were placed, who finished higher. Bars run right for Gemini 2.0 Flash, left for the other.

Jamba 1.6 Miniwon 15 · lost 0
Jamba 1.6 Largewon 15 · lost 0
Command R+won 16 · lost 0
Gemini 1.5 Flashwon 16 · lost 1
Mistral Medium 3.5won 13 · lost 2
Llama 4 Scout Instructwon 18 · lost 3
Command Awon 17 · lost 4
Gemini 1.5 Prowon 15 · lost 4
Llama 3.3 70B Instructwon 13 · lost 4
GPT-4.1 nanowon 17 · lost 6
Magistral Small 1.2won 11 · lost 4
GPT-4o miniwon 16 · lost 6
Claude 3.5 Haikuwon 11 · lost 7
Gemma 4 31Bwon 11 · lost 7
GPT OSS 20Bwon 10 · lost 10
GPT-5.4 nanowon 8 · lost 9
Grok 4.3won 9 · lost 11
Ling 3.0 Flashwon 7 · lost 9
Llama 4 Maverick Instructwon 10 · lost 13
GPT-4owon 9 · lost 12
DeepSeek V3.1won 6 · lost 9
Grok 4.1 Fastwon 8 · lost 12
GPT-5 nanowon 8 · lost 13
Gemini 3.5 Flash-Litewon 6 · lost 10
Qwen3.6 Pluswon 5 · lost 9
GPT OSS 120Bwon 8 · lost 15
Claude Haiku 4.5won 7 · lost 14
Kimi K2.5won 7 · lost 15
MiMo V2.5 Prowon 6 · lost 13
Gemini 3.1 Flash-Litewon 5 · lost 11
Grok 4.20won 5 · lost 11
GLM-4.6won 6 · lost 15
Qwen3.7 Maxwon 6 · lost 15
MiniMax M3won 6 · lost 16
DeepSeek V4 Flashwon 6 · lost 16
Qwen3 Maxwon 4 · lost 11
Gemini 3 Flashwon 4 · lost 11
DeepSeek V3won 6 · lost 17
GPT-5.4 miniwon 4 · lost 12
GPT-6 Lunawon 5 · lost 15
Kimi K2.6won 5 · lost 15
DeepSeek R1won 5 · lost 17
Inklingwon 5 · lost 17
DeepSeek V4 Prowon 5 · lost 17
MiMo V2.6 Flashwon 4 · lost 14
GPT-4.1 miniwon 5 · lost 18
Grok 3won 5 · lost 18
GLM-4.5won 4 · lost 15
MiniMax M2.7won 4 · lost 15
Mistral Large 4won 4 · lost 15
GPT-6 Solwon 4 · lost 15
GPT-4 Turbowon 3 · lost 12
O1 Miniwon 3 · lost 12
GLM-4.7won 3 · lost 12
Kimi K2 Thinkingwon 4 · lost 16
Gemini 3.5 Flashwon 4 · lost 17
Gemini 3.6 Flashwon 4 · lost 17
DeepSeek V3.2won 4 · lost 18
GLM-5.3 Flashwon 4 · lost 18
GLM-5.2won 4 · lost 18
Grok 4 Fastwon 3 · lost 14
Mistral Large 3won 3 · lost 14
Claude Opus 4.5won 3 · lost 14
Gemini 2.5 Flashwon 4 · lost 19
Grok 4won 4 · lost 19
GLM-5.1won 3 · lost 17
Qwen3.5 Flashwon 2 · lost 12
Claude Haiku 5.5won 2 · lost 12
GPT-5.6 Lunawon 3 · lost 19
MiniMax M2.1won 2 · lost 13
GPT-6 Astrawon 2 · lost 13
GPT-5 miniwon 3 · lost 20
Gemini 2.5 Prowon 3 · lost 20
Inkling Smallwon 2 · lost 14
Qwen3.8 27Bwon 2 · lost 14
Gemini 2.5 Flash-Litewon 2 · lost 15
MiniMax M2.5won 2 · lost 15
GLM-5won 2 · lost 15
MiMo V2.6 Prowon 2 · lost 17
Claude 3.5 Sonnetwon 2 · lost 18
Gemini 3 Prowon 2 · lost 18
O3 Miniwon 2 · lost 19
Claude 3.7 Sonnetwon 2 · lost 19
GPT-5.6 Terrawon 2 · lost 20
GPT-5.5won 2 · lost 20
Qwen3.8 Maxwon 2 · lost 20
GPT-5.6 Solwon 2 · lost 20
Gemini 3.8 Flashwon 2 · lost 20
O4 Miniwon 2 · lost 21
Kimi K2won 2 · lost 21
GPT-6.1 Solwon 1 · lost 13
Gemini 4 Argonwon 1 · lost 13
Gemini 3.1 Prowon 1 · lost 15
Claude Sonnet 4.6won 1 · lost 18
Grok 3 Miniwon 1 · lost 19
Claude Opus 4.6won 1 · lost 19
GPT-5.1won 1 · lost 20
Claude Opus 5won 1 · lost 20
Grok 4.6won 1 · lost 21
Grok 4.5won 1 · lost 21
GPT-5.4won 1 · lost 21
Claude Sonnet 4won 1 · lost 22
GPT-4.1won 1 · lost 22
Qwen3 235B A22B Instructwon 1 · lost 22
Claude Sonnet 4.5won 1 · lost 22
Claude Sonnet 5.5won 0 · lost 14
Muse Spark 1.2won 0 · lost 14
DeepSeek V4.1 Flashwon 0 · lost 15
Gemini 3.7 Flashwon 0 · lost 15
GLM-5.3won 0 · lost 16
Kimi K3won 0 · lost 16
Claude Fable 5.1won 0 · lost 16
Claude Fable 5won 0 · lost 16
Grok 4.7won 0 · lost 19
Muse Spark 1.1won 0 · lost 20
Claude Opus 5.5won 0 · lost 20
O1won 0 · lost 21
Claude Sonnet 5won 0 · lost 21
GPT-5.2won 0 · lost 22
Claude Opus 4.8won 0 · lost 22
Claude Opus 4.7won 0 · lost 22
Claude Opus 4won 0 · lost 23
O3won 0 · lost 23
GPT-5won 0 · lost 23

§ 3 · Sources

Where the numbers come from

8 publications, 24 figures. Every one links to the page it was read from.

LMArena Text ↗1 measureread 2026-11-10
LMArena Text 1360
ARC-AGI-2 ↗1 measureread 2026-11-10
ARC-AGI-2 1.3%
Aider polyglot ↗1 measureread 2026-11-10
Aider polyglot 22.2%
Kagi LLM Benchmark ↗1 measureread 2026-11-10
Kagi LLM Benchmark 37.8%
SimpleBench ↗1 measureread 2026-11-10
SimpleBench 18.9%
Vals.ai ↗8 measuresread 2026-11-10
Vals · LegalBench 78.36%Vals · CorpFin 33.72%Vals · TaxEval 65.25%Vals · MortgageTax 59.66%Vals · MedQA 81.47%Vals · GPQA Diamond 65.15%Vals · MMLU Pro 77.38%Vals · AIME 29.79%
HELM Safety ↗5 measuresread 2026-11-10
HELM Safety · HarmBench 66.2%HELM Safety · SimpleSafetyTests 98.5%HELM Safety · Anthropic Red Team 99.4%HELM Safety · BBQ 95.4%HELM Safety · XSTest 95.3%
Enkrypt AI Safety Leaderboard ↗6 measuresread 2026-11-10
Enkrypt · Jailbreak risk 6.7%Enkrypt · Harmful content risk 36.1%Enkrypt · CBRN risk 6.7%Enkrypt · Toxicity risk 6.4%Enkrypt · Bias risk 86.3%Enkrypt · Insecure code risk 41.8%

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