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Model comparison

GPT-OSS 120B vs Grok Code Fast 1

Data verified

Head-to-head evidence from 11 shared benchmark results across 5 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

50.08/100
Margin
11.4pts
← winning
38.64/100
0 category wins0 category wins

Public leaderboard positions: GPT-OSS 120B #116 (Supported); Grok Code Fast 1 #180 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. GPT-OSS 120B and Grok Code Fast 1 share 11 comparable benchmark results. 0 of 8 categories are comparable. 16 results are unique to GPT-OSS 120B; 1 to Grok Code Fast 1.

Updated July 20, 2026
Shared results
11
GPT-OSS 120B only
16
Grok Code Fast 1 only
1
Comparable categories
0 / 8

Benchmark data for GPT-OSS 120B and Grok Code Fast 1 is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 11 shared benchmark results across 5 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.

Grok Code Fast 1 is priced at $0.20 input / $1.50 output per 1M tokens, versus $0.00 input / $0.00 output per 1M tokens for GPT-OSS 120B. Grok Code Fast 1 has the larger context window at 256K, 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 Grok Code Fast 1
CategoryGPT-OSS 120BΔGrok Code Fast 1
CodingGPT-OSS 120BNot measuredMarginNo overlapGrok Code Fast 170.8

Operational comparison

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

MetricGPT-OSS 120BGrok Code Fast 1Comparison
Input / output priceUSD per 1M tokensGPT-OSS 120B$0 input / $0 outputGrok Code Fast 1$0.2 input / $1.5 outputGPT-OSS 120B has the lower combined listed price.
Generation speedtokens per secondGPT-OSS 120B262 tok/sGrok Code Fast 1172 tok/sGPT-OSS 120B has the higher measured throughput.
First-answer latencyseconds to first tokenGPT-OSS 120B0.79 sGrok Code Fast 12.81 sGPT-OSS 120B reaches the first token sooner.
Context windowmaximum listed tokensGPT-OSS 120B128KGrok Code Fast 1256KGrok Code Fast 1 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGPT-OSS 120BGrok Code Fast 1Result
AA Agentic IndexSource 13.2%Not comparable
APEX-Agents-AASource 3.1%Not comparable
τ²-bench resultsSource 65.8%75.7%Grok Code Fast 1 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 Harvey LABSource 0.0%Not comparable
AA ITBenchSource 5.6%Not comparable
Coding
BenchmarkGPT-OSS 120BGrok Code Fast 1Result
React Native EvalsSource 71.6%Not comparable
AA Coding IndexSource 30.4%Not comparable
AA-SciCodeSource 38.9%36.2%GPT-OSS 120B leads
AA LiveCodeBenchSource 87.8%Not comparable
SWE-bench VerifiedSource 70.8%Not comparable
Reasoning
BenchmarkGPT-OSS 120BGrok Code Fast 1Result
AA-LCRSource 50.7%48.3%GPT-OSS 120B leads
CritPtSource 1.1%0.0%GPT-OSS 120B leads
Knowledge
BenchmarkGPT-OSS 120BGrok Code Fast 1Result
Artificial Analysis Intelligence IndexSource 23.8%21.6%GPT-OSS 120B leads
AA-GPQA DiamondSource 78.2%72.7%GPT-OSS 120B leads
AA-HLESource 18.5%7.5%GPT-OSS 120B leads
AA-Omniscience IndexSource -50.0%-36.0%Grok Code Fast 1 leads
AA-Omniscience AccuracySource 21.5%23.8%Grok Code Fast 1 leads
AA-Omniscience Hallucination RateSource 91.2%78.5%Grok Code Fast 1 leads
AA Openness IndexSource 38.9%Not comparable
AA MMLU-ProSource 80.8%Not comparable
Math
BenchmarkGPT-OSS 120BGrok Code Fast 1Result
AA AIME 2025Source 93.4%Not comparable
Multilingual
BenchmarkGPT-OSS 120BGrok Code Fast 1Result
AA Global-MMLU-LiteSource 82.8%Not comparable
Multimodal
BenchmarkGPT-OSS 120BGrok Code Fast 1Result
Design Arena WebsiteSource 1000Not comparable
Inst. Following
BenchmarkGPT-OSS 120BGrok Code Fast 1Result
AA-IFBenchSource 69.0%41.4%GPT-OSS 120B leads
Frequently Asked Questions (3)

Can I compare GPT-OSS 120B and Grok Code Fast 1 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 Grok Code Fast 1 today?

GPT-OSS 120B: $0.00 input / $0.00 output per 1M tokens Grok Code Fast 1: $0.20 input / $1.50 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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