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Model comparison

Gemini 2.5 Flash vs GPT-OSS 20B

Data verified

Head-to-head evidence from 12 shared benchmark results across 6 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

48.09/100
Margin
5.4pts
← winning
42.74/100
0 category wins0 category wins

Public leaderboard positions: Gemini 2.5 Flash #130 (Supported); GPT-OSS 20B #159 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Gemini 2.5 Flash and GPT-OSS 20B share 12 comparable benchmark results. 0 of 8 categories are comparable. 3 results are unique to Gemini 2.5 Flash; 6 to GPT-OSS 20B.

Updated July 20, 2026
Shared results
12
Gemini 2.5 Flash only
3
GPT-OSS 20B only
6
Comparable categories
0 / 8

Benchmark data for Gemini 2.5 Flash and GPT-OSS 20B is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 12 shared benchmark results across 6 evidence categories; 0 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

BenchLM has partial data for these models, but not enough overlapping benchmark coverage to produce a fair score-level comparison yet.

Gemini 2.5 Flash is priced at $0.30 input / $2.50 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for GPT-OSS 20B. Gemini 2.5 Flash has the larger context window at 1M, compared with 128K for GPT-OSS 20B.

Category breakdown

Exact category averages are shown below. Not measured means BenchLM does not have enough sourced public coverage for that model and category.

Category scores and score margins for Gemini 2.5 Flash and GPT-OSS 20B
CategoryGemini 2.5 FlashΔGPT-OSS 20B
MathGemini 2.5 Flash4.7MarginNo overlapGPT-OSS 20BNot measured

Operational comparison

Runtime and commercial metrics are compared only when both models have a complete sourced value.

MetricGemini 2.5 FlashGPT-OSS 20BComparison
Input / output priceUSD per 1M tokensGemini 2.5 Flash$0.3 input / $2.5 outputGPT-OSS 20B$0 input / $0 outputGPT-OSS 20B has the lower combined listed price.
Generation speedtokens per secondGemini 2.5 Flash221 tok/sGPT-OSS 20B313 tok/sGPT-OSS 20B has the higher measured throughput.
First-answer latencyseconds to first tokenGemini 2.5 Flash0.50 sGPT-OSS 20B0.65 sGemini 2.5 Flash reaches the first token sooner.
Context windowmaximum listed tokensGemini 2.5 Flash1MGPT-OSS 20B128KGemini 2.5 Flash lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGemini 2.5 FlashGPT-OSS 20BResult
τ²-bench resultsSource 14.9%60.2%GPT-OSS 20B leads
AA Agentic IndexSource 3.1%Not comparable
APEX-Agents-AASource 0.7%Not comparable
GDPval-AASource 3.0%Not comparable
GDPval-AASource 559Not comparable
Coding
BenchmarkGemini 2.5 FlashGPT-OSS 20BResult
AA-SciCodeSource 29.1%34.4%GPT-OSS 20B leads
React Native EvalsSource 71%Not comparable
AA Coding IndexSource 20.7%Not comparable
Reasoning
BenchmarkGemini 2.5 FlashGPT-OSS 20BResult
AA-LCRSource 45.9%30.7%Gemini 2.5 Flash leads
CritPtSource 1.4%1.4%Tie
Knowledge
BenchmarkGemini 2.5 FlashGPT-OSS 20BResult
Artificial Analysis Intelligence IndexSource 14.1%14.9%GPT-OSS 20B leads
AA-GPQA DiamondSource 68.3%68.8%GPT-OSS 20B leads
AA-HLESource 5.1%9.8%GPT-OSS 20B leads
AA-Omniscience IndexSource -42.0%-63.9%Gemini 2.5 Flash leads
AA-Omniscience AccuracySource 26.5%15.5%Gemini 2.5 Flash leads
AA-Omniscience Hallucination RateSource 93.3%94.1%Gemini 2.5 Flash leads
Math
BenchmarkGemini 2.5 FlashGPT-OSS 20BResult
FrontierMath v2 (Tiers 1-3)Source 4.844%Not comparable
FrontierMath v2 (Tier 4)Source 4.167%Not comparable
Multimodal
BenchmarkGemini 2.5 FlashGPT-OSS 20BResult
AA-MMMU-ProSource 65.5%Not comparable
Design Arena WebsiteSource 1148885Gemini 2.5 Flash leads
Inst. Following
BenchmarkGemini 2.5 FlashGPT-OSS 20BResult
AA-IFBenchSource 39.0%65.1%GPT-OSS 20B leads
Frequently Asked Questions (3)

Can I compare Gemini 2.5 Flash and GPT-OSS 20B on BenchLM yet?

Not fully yet. BenchLM is tracking both models, but the sourced benchmark breakdown for this comparison is still coming soon.

Why does this comparison show “coming soon”?

BenchLM only shows category winners and benchmark-level calls when we have sourced results that can be compared fairly. For these models, the public benchmark coverage is not complete enough yet.

What data is available for Gemini 2.5 Flash and GPT-OSS 20B today?

Gemini 2.5 Flash: $0.30 input / $2.50 output per 1M tokens GPT-OSS 20B: $0.00 input / $0.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

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Last updated: July 20, 2026

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