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Gemini 2.0 Flash
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.
Coding45.4−20.8#123/1791/6
Agentic coding44.9−22#119/1731/5
Knowledge48−14.5#135/1971/3
Academic knowledge45.2−18.7#96/1231/1
Safety51.5−9.9#143/3292/3
Safe-prompt compliance52.6−7.8#48/821/1
Jailbreak resistance57.3−7.7#77/2681/1
Fairness50.2−19.8#111/2922/2
Harm refusal52.1−9.4#120/2922/2
Secure code45.8−20.4#189/2701/1
Toxicity avoidance49.7−9.3#199/2681/1
Core abilities44.9−20.4#144/1991/4
General intelligence42.7−26.7#138/1781/3
Professional45.6−16.8#148/1941/2
Legal50.1−15.8#89/1731/1
Medical48.9−17.6#96/1491/1
Finance40.7−21.7#136/1621/1
Human preference52.8−16#167/3541/1
Human preference52.8−16#167/3541/1
Reasoning38.6−26.8#178/1953/5
Science42.4−21.1#95/1221/1
Mathematics40.3−23.5#119/1521/2
Reasoning35.2−33.8#140/1472/3
§ 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.
§ 3 · Sources
Where the numbers come from
8 publications, 24 figures. Every one links to the page it was read from.
LMArena Text 1360
ARC-AGI-2 1.3%
Aider polyglot 22.2%
Kagi LLM Benchmark 37.8%
SimpleBench 18.9%
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 · 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 · 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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[](https://publicai.io/model-index/m/gemini-2-0-flash)