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Model comparison

GPT-OSS 120B vs o3

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.

50.08/100
Margin
2.2pts
← winning
OpenAI
47.89/100
0 category wins0 category wins

Public leaderboard positions: GPT-OSS 120B #116 (Supported); o3 #131 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. GPT-OSS 120B and o3 share 12 comparable benchmark results. 0 of 8 categories are comparable. 14 results are unique to GPT-OSS 120B; 4 to o3.

Updated July 22, 2026
Shared results
12
GPT-OSS 120B only
14
o3 only
4
Comparable categories
0 / 8

Benchmark data for GPT-OSS 120B and o3 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.

o3 is priced at $2.00 input / $8.00 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for GPT-OSS 120B. o3 has the larger context window at 200K, compared with 128K for GPT-OSS 120B.

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 GPT-OSS 120B and o3
CategoryGPT-OSS 120BΔo3
MathGPT-OSS 120BNot measuredMarginNo overlapo314.5

Operational comparison

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

MetricGPT-OSS 120Bo3Comparison
Input / output priceUSD per 1M tokensGPT-OSS 120B$0 input / $0 outputo3$2 input / $8 outputGPT-OSS 120B has the lower combined listed price.
Generation speedtokens per secondGPT-OSS 120B262 tok/so3118 tok/sGPT-OSS 120B has the higher measured throughput.
First-answer latencyseconds to first tokenGPT-OSS 120B0.79 so35.38 sGPT-OSS 120B reaches the first token sooner.
Context windowmaximum listed tokensGPT-OSS 120B128Ko3200Ko3 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGPT-OSS 120Bo3Result
AA Agentic IndexSource 13.2%Not comparable
APEX-Agents-AASource 3.1%Not comparable
τ²-bench resultsSource 65.8%80.7%o3 leads
GDPval-AASource 15.0%Not comparable
GDPval-AASource 799Not comparable
Gert LabsSource 29.61%Not comparable
AA EnterpriseOps-GymSource 25.5%Not comparable
AA ITBenchSource 5.6%Not comparable
Coding
BenchmarkGPT-OSS 120Bo3Result
React Native EvalsSource 71.6%Not comparable
AA Coding IndexSource 30.4%Not comparable
AA-SciCodeSource 38.9%41.0%o3 leads
AA LiveCodeBenchSource 87.8%Not comparable
Reasoning
BenchmarkGPT-OSS 120Bo3Result
AA-LCRSource 50.7%69.3%o3 leads
CritPtSource 1.1%1.1%Tie
Knowledge
BenchmarkGPT-OSS 120Bo3Result
Artificial Analysis Intelligence IndexSource 23.8%30.4%o3 leads
AA-GPQA DiamondSource 78.2%82.7%o3 leads
AA-HLESource 18.5%20.0%o3 leads
AA-Omniscience IndexSource -50.0%-15.3%o3 leads
AA-Omniscience AccuracySource 21.5%38.4%o3 leads
AA-Omniscience Hallucination RateSource 91.2%87.1%o3 leads
AA Openness IndexSource 38.9%Not comparable
AA MMLU-ProSource 80.8%Not comparable
Math
BenchmarkGPT-OSS 120Bo3Result
AA AIME 2025Source 93.4%Not comparable
AA MATH-500Source 99.2%Not comparable
FrontierMath v2 (Tiers 1-3)Source 18.685%Not comparable
FrontierMath v2 (Tier 4)Source 2.083%Not comparable
Multilingual
BenchmarkGPT-OSS 120Bo3Result
AA Global-MMLU-LiteSource 82.8%Not comparable
Multimodal
BenchmarkGPT-OSS 120Bo3Result
Design Arena WebsiteSource 9981067o3 leads
AA-MMMU-ProSource 70.1%Not comparable
Inst. Following
BenchmarkGPT-OSS 120Bo3Result
AA-IFBenchSource 69.0%71.4%o3 leads
Frequently Asked Questions (3)

Can I compare GPT-OSS 120B and o3 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 GPT-OSS 120B and o3 today?

GPT-OSS 120B: $0.00 input / $0.00 output per 1M tokens o3: $2.00 input / $8.00 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 22, 2026

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