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Model comparison

GPT-4 Turbo vs GPT-5 (high)

Data verified

Head-to-head evidence from 4 shared benchmark results across 2 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

27.44/100
Margin
31.2pts
winning →
58.61/100
0 category wins0 category wins

Public leaderboard positions: GPT-4 Turbo #188 (Supported); GPT-5 (high) #63 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. GPT-4 Turbo and GPT-5 (high) share 4 comparable benchmark results. 0 of 8 categories are comparable. 0 results are unique to GPT-4 Turbo; 16 to GPT-5 (high).

Updated July 20, 2026
Shared results
4
GPT-4 Turbo only
0
GPT-5 (high) only
16
Comparable categories
0 / 8

Benchmark data for GPT-4 Turbo and GPT-5 (high) is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 4 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.

GPT-4 Turbo is priced at $10.00 input / $30.00 output per 1M tokens, versus $1.25 input / $10.00 output per 1M tokens for GPT-5 (high).

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.

MetricGPT-4 TurboGPT-5 (high)Comparison
Input / output priceUSD per 1M tokensGPT-4 Turbo$10 input / $30 outputGPT-5 (high)$1.25 input / $10 outputGPT-5 (high) has the lower combined listed price.
Generation speedtokens per secondGPT-4 Turbo30 tok/sGPT-5 (high)83 tok/sGPT-5 (high) has the higher measured throughput.
First-answer latencyseconds to first tokenGPT-4 Turbo2.84 sGPT-5 (high)36.28 sGPT-4 Turbo reaches the first token sooner.
Context windowmaximum listed tokensGPT-4 Turbo128KGPT-5 (high)128KListed context windows are equal.

Benchmark Deep Dive

Agentic
BenchmarkGPT-4 TurboGPT-5 (high)Result
AA Agentic IndexSource 25.7%Not comparable
τ²-bench resultsSource 84.8%Not comparable
GDPval-AASource 28.7%Not comparable
GDPval-AASource 1075Not comparable
JobBenchSource 8.5%Not comparable
Coding
BenchmarkGPT-4 TurboGPT-5 (high)Result
AA Coding IndexSource 21.5%37.8%GPT-5 (high) leads
AA-SciCodeSource 31.9%42.9%GPT-5 (high) leads
Vibe Code BenchSource 20.09%Not comparable
Reasoning
BenchmarkGPT-4 TurboGPT-5 (high)Result
AA-LCRSource 75.6%Not comparable
CritPtSource 5.7%Not comparable
Knowledge
BenchmarkGPT-4 TurboGPT-5 (high)Result
Artificial Analysis Intelligence IndexSource 7.9%34.7%GPT-5 (high) leads
AA-HLESource 3.3%26.5%GPT-5 (high) leads
AA-GPQA DiamondSource 85.4%Not comparable
AA-Omniscience IndexSource -8.1%Not comparable
AA-Omniscience AccuracySource 40.7%Not comparable
AA-Omniscience Hallucination RateSource 82.1%Not comparable
Math
BenchmarkGPT-4 TurboGPT-5 (high)Result
AA MATH-500Source 99.4%Not comparable
Multimodal
BenchmarkGPT-4 TurboGPT-5 (high)Result
AA-MMMU-ProSource 74.2%Not comparable
Design Arena WebsiteSource 1217Not comparable
Inst. Following
BenchmarkGPT-4 TurboGPT-5 (high)Result
AA-IFBenchSource 73.1%Not comparable
Frequently Asked Questions (3)

Can I compare GPT-4 Turbo and GPT-5 (high) 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 GPT-5 (high) today?

GPT-4 Turbo: $10.00 input / $30.00 output per 1M tokens GPT-5 (high): $1.25 input / $10.00 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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