Skip to main content

Model comparison

GPT-4.1 mini vs GPT-5 (medium)

Data verified

Head-to-head evidence from 13 shared benchmark results across 6 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

43.1/100
Margin
11.1pts
winning →
54.22/100
0 category wins0 category wins

Public leaderboard positions: GPT-4.1 mini #160 (Estimated); GPT-5 (medium) #91 (Supported). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. GPT-4.1 mini and GPT-5 (medium) share 13 comparable benchmark results. 0 of 8 categories are comparable. 9 results are unique to GPT-4.1 mini; 1 to GPT-5 (medium).

Updated July 24, 2026
Shared results
13
GPT-4.1 mini only
9
GPT-5 (medium) only
1
Comparable categories
0 / 8

Benchmark data for GPT-4.1 mini and GPT-5 (medium) is coming soon on BenchLM.

Confidence note. This is a partial-evidence comparison with 13 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.

GPT-4.1 mini has the larger context window at 1M, compared with 128K for GPT-5 (medium).

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-4.1 mini and GPT-5 (medium)
CategoryGPT-4.1 miniΔGPT-5 (medium)
CodingGPT-4.1 mini23.6MarginNo overlapGPT-5 (medium)Not measured
KnowledgeGPT-4.1 mini64.2MarginNo overlapGPT-5 (medium)Not measured
MathGPT-4.1 mini4.5MarginNo overlapGPT-5 (medium)Not measured
Inst. FollowingGPT-4.1 mini88.5MarginNo overlapGPT-5 (medium)Not measured

Operational comparison

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

MetricGPT-4.1 miniGPT-5 (medium)Comparison
Input / output priceUSD per 1M tokensGPT-4.1 mini$0.4 input / $1.6 outputGPT-5 (medium)Not availableA complete price comparison is not available.
Generation speedtokens per secondGPT-4.1 mini80 tok/sGPT-5 (medium)83 tok/sGPT-5 (medium) has the higher measured throughput.
First-answer latencyseconds to first tokenGPT-4.1 mini0.76 sGPT-5 (medium)36.28 sGPT-4.1 mini reaches the first token sooner.
Context windowmaximum listed tokensGPT-4.1 mini1MGPT-5 (medium)128KGPT-4.1 mini lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGPT-4.1 miniGPT-5 (medium)Result
AA Agentic IndexSource 1.7%Not comparable
τ²-bench resultsSource 52.9%86.5%GPT-5 (medium) leads
GDPval-AASource 0.4%Not comparable
GDPval-AASource 508Not comparable
Coding
BenchmarkGPT-4.1 miniGPT-5 (medium)Result
SWE-bench VerifiedSource 23.6%Not comparable
AA Coding IndexSource 20.2%Not comparable
AA-SciCodeSource 40.4%41.1%GPT-5 (medium) leads
Reasoning
BenchmarkGPT-4.1 miniGPT-5 (medium)Result
AA-LCRSource 42.3%72.8%GPT-5 (medium) leads
CritPtSource 0.0%0.0%Tie
Knowledge
BenchmarkGPT-4.1 miniGPT-5 (medium)Result
MMLUSource 87.5%Not comparable
GPQASource 64.2%Not comparable
Artificial Analysis Intelligence IndexSource 14.8%33.7%GPT-5 (medium) leads
AA-GPQA DiamondSource 66.4%84.2%GPT-5 (medium) leads
AA-HLESource 4.6%23.5%GPT-5 (medium) leads
AA-Omniscience IndexSource -50.1%-10.1%GPT-5 (medium) leads
AA-Omniscience AccuracySource 17.5%38.9%GPT-5 (medium) leads
AA-Omniscience Hallucination RateSource 82.0%80.1%GPT-5 (medium) leads
Math
BenchmarkGPT-4.1 miniGPT-5 (medium)Result
FrontierMath v2 (Tiers 1-3)Source 4.483%Not comparable
AA MATH-500Source 99.1%Not comparable
Multimodal
BenchmarkGPT-4.1 miniGPT-5 (medium)Result
AA-MMMU-ProSource 58.7%74.3%GPT-5 (medium) leads
Design Arena WebsiteSource 10271214GPT-5 (medium) leads
Inst. Following
BenchmarkGPT-4.1 miniGPT-5 (medium)Result
IFEvalSource 88.5%Not comparable
AA-IFBenchSource 38.3%70.6%GPT-5 (medium) leads
Frequently Asked Questions (3)

Can I compare GPT-4.1 mini and GPT-5 (medium) 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-4.1 mini and GPT-5 (medium) today?

GPT-4.1 mini: $0.40 input / $1.60 output per 1M tokens GPT-5 (medium): Pricing unavailable Both model pages still include creator, context window, reasoning mode, and other metadata while benchmark coverage fills in.

Related Comparisons

Last updated: July 24, 2026