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Model comparison

GPT-4 Turbo 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.

26.69/100
Margin
18.3pts
winning →
OpenAI
45.03/100
0 category wins0 category wins

Public leaderboard positions: GPT-4 Turbo #198 (Supported); o1-pro #148 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. GPT-4 Turbo and o1-pro share 1 comparable benchmark result. 0 of 8 categories are comparable. 3 results are unique to GPT-4 Turbo; 1 to o1-pro.

Updated July 24, 2026
Shared results
1
GPT-4 Turbo only
3
o1-pro only
1
Comparable categories
0 / 8

Benchmark data for GPT-4 Turbo 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 $10.00 input / $30.00 output per 1M tokens for GPT-4 Turbo. o1-pro has the larger context window at 200K, compared with 128K for GPT-4 Turbo.

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-4 Turbo and o1-pro
CategoryGPT-4 TurboΔo1-pro
KnowledgeGPT-4 TurboNot measuredMarginNo overlapo1-pro79.0

Operational comparison

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

MetricGPT-4 Turboo1-proComparison
Input / output priceUSD per 1M tokensGPT-4 Turbo$10 input / $30 outputo1-pro$150 input / $600 outputGPT-4 Turbo has the lower combined listed price.
Generation speedtokens per secondGPT-4 Turbo30 tok/so1-proNot availableA complete speed comparison is not available.
First-answer latencyseconds to first tokenGPT-4 Turbo2.84 so1-proNot availableA complete latency comparison is not available.
Context windowmaximum listed tokensGPT-4 Turbo128Ko1-pro200Ko1-pro lists the larger context window.

Benchmark Deep Dive

Coding
BenchmarkGPT-4 Turboo1-proResult
AA Coding IndexSource 21.5%Not comparable
AA-SciCodeSource 31.9%Not comparable
Knowledge
BenchmarkGPT-4 Turboo1-proResult
Artificial Analysis Intelligence IndexSource 7.9%18.9%o1-pro leads
AA-HLESource 3.3%Not comparable
GPQASource 79%Not comparable
Frequently Asked Questions (3)

Can I compare GPT-4 Turbo 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 GPT-4 Turbo and o1-pro today?

GPT-4 Turbo: $10.00 input / $30.00 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.

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Last updated: July 24, 2026