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Model comparison

Claude 3 Opus vs GPT-OSS 20B

Data verified

Head-to-head evidence from 5 shared benchmark results across 2 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

Anthropic
41.13/100
Margin
1.6pts
winning →
42.74/100
0 category wins0 category wins

Public leaderboard positions: Claude 3 Opus #168 (Supported); GPT-OSS 20B #159 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Claude 3 Opus and GPT-OSS 20B share 5 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to Claude 3 Opus; 13 to GPT-OSS 20B.

Updated July 20, 2026
Shared results
5
Claude 3 Opus only
0
GPT-OSS 20B only
13
Comparable categories
0 / 8

Benchmark data for Claude 3 Opus and GPT-OSS 20B is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 5 shared benchmark results across 2 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.

Claude 3 Opus is priced at $15.00 input / $75.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for GPT-OSS 20B. Claude 3 Opus has the larger context window at 200K, 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.

Operational comparison

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

MetricClaude 3 OpusGPT-OSS 20BComparison
Input / output priceUSD per 1M tokensClaude 3 Opus$15 input / $75 outputGPT-OSS 20B$0 input / $0 outputGPT-OSS 20B has the lower combined listed price.
Generation speedtokens per secondClaude 3 OpusNot availableGPT-OSS 20B313 tok/sA complete speed comparison is not available.
First-answer latencyseconds to first tokenClaude 3 OpusNot availableGPT-OSS 20B0.65 sA complete latency comparison is not available.
Context windowmaximum listed tokensClaude 3 Opus200KGPT-OSS 20B128KClaude 3 Opus lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkClaude 3 OpusGPT-OSS 20BResult
AA Agentic IndexSource 3.1%Not comparable
APEX-Agents-AASource 0.7%Not comparable
τ²-bench resultsSource 60.2%Not comparable
GDPval-AASource 3.0%Not comparable
GDPval-AASource 559Not comparable
Coding
BenchmarkClaude 3 OpusGPT-OSS 20BResult
AA Coding IndexSource 19.5%20.7%GPT-OSS 20B leads
AA-SciCodeSource 23.3%34.4%GPT-OSS 20B leads
React Native EvalsSource 71%Not comparable
Reasoning
BenchmarkClaude 3 OpusGPT-OSS 20BResult
AA-LCRSource 30.7%Not comparable
CritPtSource 1.4%Not comparable
Knowledge
BenchmarkClaude 3 OpusGPT-OSS 20BResult
Artificial Analysis Intelligence IndexSource 11.8%14.9%GPT-OSS 20B leads
AA-GPQA DiamondSource 48.9%68.8%GPT-OSS 20B leads
AA-HLESource 3.1%9.8%GPT-OSS 20B leads
AA-Omniscience IndexSource -63.9%Not comparable
AA-Omniscience AccuracySource 15.5%Not comparable
AA-Omniscience Hallucination RateSource 94.1%Not comparable
Multimodal
BenchmarkClaude 3 OpusGPT-OSS 20BResult
Design Arena WebsiteSource 885Not comparable
Inst. Following
BenchmarkClaude 3 OpusGPT-OSS 20BResult
AA-IFBenchSource 65.1%Not comparable
Frequently Asked Questions (3)

Can I compare Claude 3 Opus 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 Claude 3 Opus and GPT-OSS 20B today?

Claude 3 Opus: $15.00 input / $75.00 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.

Related Comparisons

Last updated: July 20, 2026

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