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Model comparison

Mistral Small 4 vs o1-pro

Data verified

Head-to-head evidence from 1 shared benchmark result across 1 category. Overall scores shown here use the public BenchAlign v5 ranking lane.

46.23/100
Margin
0.3pts
← winning
OpenAI
45.94/100
0 category wins0 category wins

Public leaderboard positions: Mistral Small 4 #140 (Estimated); o1-pro #141 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Mistral Small 4 and o1-pro share 1 comparable benchmark result. 0 of 8 categories are comparable. 15 results are unique to Mistral Small 4; 1 to o1-pro.

Updated July 23, 2026
Shared results
1
Mistral Small 4 only
15
o1-pro only
1
Comparable categories
0 / 8

Benchmark data for Mistral Small 4 and o1-pro is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 1 shared benchmark result across 1 evidence category; 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.

o1-pro is priced at $150.00 input / $600.00 output per 1M tokens, versus $0.15 input / $0.60 output per 1M tokens for Mistral Small 4. Mistral Small 4 has the larger context window at 256K, compared with 200K for o1-pro.

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 Mistral Small 4 and o1-pro
CategoryMistral Small 4Δo1-pro
KnowledgeMistral Small 4Not measuredMarginNo overlapo1-pro79.0

Operational comparison

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

MetricMistral Small 4o1-proComparison
Input / output priceUSD per 1M tokensMistral Small 4$0.15 input / $0.6 outputo1-pro$150 input / $600 outputMistral Small 4 has the lower combined listed price.
Generation speedtokens per secondMistral Small 4175 tok/so1-proNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenMistral Small 40.64 so1-proNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensMistral Small 4256Ko1-pro200KMistral Small 4 lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkMistral Small 4o1-proResult
AA Agentic IndexSource 4.7%Not comparable
τ²-bench resultsSource 41.2%Not comparable
GDPval-AASource 4.4%Not comparable
GDPval-AASource 588Not comparable
Coding
BenchmarkMistral Small 4o1-proResult
AA Coding IndexSource 26.6%Not comparable
AA-SciCodeSource 38.0%Not comparable
Reasoning
BenchmarkMistral Small 4o1-proResult
AA-LCRSource 44.7%Not comparable
CritPtSource 0.3%Not comparable
Knowledge
BenchmarkMistral Small 4o1-proResult
Artificial Analysis Intelligence IndexSource 19.6%18.9%Mistral Small 4 leads
AA-GPQA DiamondSource 76.9%Not comparable
AA-HLESource 9.5%Not comparable
AA-Omniscience IndexSource -29.9%Not comparable
AA-Omniscience AccuracySource 22.1%Not comparable
AA-Omniscience Hallucination RateSource 66.8%Not comparable
GPQASource 79%Not comparable
Multimodal
BenchmarkMistral Small 4o1-proResult
AA-MMMU-ProSource 56.8%Not comparable
Inst. Following
BenchmarkMistral Small 4o1-proResult
AA-IFBenchSource 48.2%Not comparable
Frequently Asked Questions (3)

Can I compare Mistral Small 4 and o1-pro 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 Mistral Small 4 and o1-pro today?

Mistral Small 4: $0.15 input / $0.60 output per 1M tokens o1-pro: $150.00 input / $600.00 output per 1M tokens Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Self-host vs API cost

Estimates at 50,000 req/day · 1000 tokens/req average.

Mistral Small 4
API / mo$563
Self-host / mo$2,278
Break-even266M/day
o1-pro
API / mo$562,500
Self-host / moNot listed
Break-even
Proprietary model — self-hosting not applicable.
Model the full break-even

Related Comparisons

Last updated: July 23, 2026

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