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Model comparison

Gemini 3 Pro vs GPT-4.1 mini

Data verified

Head-to-head evidence from 13 shared benchmark results across 7 categories. Overall scores shown here use the public BenchAlign v5 ranking lane.

66.92/100
Margin
23.8pts
← winning
43.1/100
1 category wins0 category wins

Public leaderboard positions: Gemini 3 Pro #21 (Supported); GPT-4.1 mini #160 (Estimated). Intervals and evidence labels describe ranking uncertainty, not a guarantee for a specific workload.

Evidence parity. Gemini 3 Pro and GPT-4.1 mini share 13 comparable benchmark results. 1 of 8 categories are comparable. 14 results are unique to Gemini 3 Pro; 9 to GPT-4.1 mini.

Updated July 24, 2026
Shared results
13
Gemini 3 Pro only
14
GPT-4.1 mini only
9
Comparable categories
1 / 8

Pick Gemini 3 Pro if you want the stronger benchmark profile. GPT-4.1 mini only becomes the better choice if you want the cheaper token bill.

Confidence note. This is a partial-evidence comparison with 13 shared benchmark results across 7 evidence categories; 1 of 8 categories currently have scoreable aggregates for both models. Treat the verdict as directional until coverage is more balanced.

Why this result

Gemini 3 Pro is clearly ahead on the BenchAlign aggregate, 66.92 to 43.1. The gap is large enough that you do not need to squint at the spreadsheet to see the difference.

Gemini 3 Pro's sharpest advantage is in mathematics, where it averages 32.9 against 4.5. The single biggest benchmark swing on the page is FrontierMath v2 (Tiers 1-3), 37.600% to 4.483%.

Gemini 3 Pro is also the more expensive model on tokens at $2.00 input / $12.00 output per 1M tokens, versus $0.40 input / $1.60 output per 1M tokens for GPT-4.1 mini. That is roughly 7.5x on output cost alone. Gemini 3 Pro gives you the larger context window at 2M, compared with 1M for GPT-4.1 mini.

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 Gemini 3 Pro and GPT-4.1 mini
CategoryGemini 3 ProΔGPT-4.1 mini
MathGemini 3 Pro32.9Margin 28.4GPT-4.1 mini4.5
CodingGemini 3 ProNot measuredMarginNo overlapGPT-4.1 mini23.6
ReasoningGemini 3 Pro31.1MarginNo overlapGPT-4.1 miniNot measured
KnowledgeGemini 3 ProNot measuredMarginNo overlapGPT-4.1 mini64.2
MultimodalGemini 3 Pro81.1MarginNo overlapGPT-4.1 miniNot measured
Inst. FollowingGemini 3 ProNot measuredMarginNo overlapGPT-4.1 mini88.5

Decisive benchmark drivers

The largest measured benchmark gaps in this matchup, with exact reported values.

More
A · Gemini 3 ProB · GPT-4.1 mini
  1. FrontierMath v2 (Tiers 1-3)

    Math
    Source ↗
    A 37.600%B 4.483%
    Winner: Gemini 3 ProΔ 33.1
    FrontierMath v2 (Tiers 1-3): Gemini 3 Pro scored 37.600%; GPT-4.1 mini scored 4.483%. Gemini 3 Pro wins this benchmark.

Operational comparison

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

MetricGemini 3 ProGPT-4.1 miniComparison
Input / output priceUSD per 1M tokensGemini 3 Pro$2 input / $12 outputGPT-4.1 mini$0.4 input / $1.6 outputGPT-4.1 mini has the lower combined listed price.
Generation speedtokens per secondGemini 3 Pro109 tok/sGPT-4.1 mini80 tok/sGemini 3 Pro has the higher measured throughput.
First-answer latencyseconds to first tokenGemini 3 Pro32.65 sGPT-4.1 mini0.76 sGPT-4.1 mini reaches the first token sooner.
Context windowmaximum listed tokensGemini 3 Pro2MGPT-4.1 mini1MGemini 3 Pro lists the larger context window.

Benchmark Deep Dive

Agentic
BenchmarkGemini 3 ProGPT-4.1 miniResult
τ²-bench resultsSource 87.1%52.9%Gemini 3 Pro leads
Gert LabsSource 63.23%Not comparable
JobBenchSource 11.4%Not comparable
AA Agentic IndexSource 1.7%Not comparable
GDPval-AASource 0.4%Not comparable
GDPval-AASource 508Not comparable
Coding
BenchmarkGemini 3 ProGPT-4.1 miniResult
Vibe Code BenchSource 14.30%Not comparable
AA-SciCodeSource 56.1%40.4%Gemini 3 Pro leads
AA LiveCodeBenchSource 91.7%Not comparable
SWE-bench VerifiedSource 23.6%Not comparable
AA Coding IndexSource 20.2%Not comparable
Reasoning
BenchmarkGemini 3 ProGPT-4.1 miniResult
ARC-AGI-2Source 31.1%Not comparable
AA-LCRSource 70.7%42.3%Gemini 3 Pro leads
CritPtSource 9.1%0.0%Gemini 3 Pro leads
Knowledge
BenchmarkGemini 3 ProGPT-4.1 miniResult
Artificial Analysis Intelligence IndexSource 39.5%14.8%Gemini 3 Pro leads
AA-GPQA DiamondSource 90.8%66.4%Gemini 3 Pro leads
AA-HLESource 37.2%4.6%Gemini 3 Pro leads
AA-Omniscience IndexSource 15.8%-50.1%Gemini 3 Pro leads
AA-Omniscience AccuracySource 55.9%17.5%Gemini 3 Pro leads
AA-Omniscience Hallucination RateSource 90.9%82.0%GPT-4.1 mini leads
AA MMLU-ProSource 89.8%Not comparable
MMLUSource 87.5%Not comparable
GPQASource 64.2%Not comparable
MathGemini 3 Pro wins
BenchmarkGemini 3 ProGPT-4.1 miniResult
FrontierMath v2 (Tiers 1-3)Source 37.600%4.483%Gemini 3 Pro leads
FrontierMath v2 (Tier 4)Source 18.750%Not comparable
Multilingual
BenchmarkGemini 3 ProGPT-4.1 miniResult
AA Global-MMLU-LiteSource 92.2%Not comparable
Multimodal
BenchmarkGemini 3 ProGPT-4.1 miniResult
MMMU-ProSource 81%Not comparable
MathVisionSource 86.6%Not comparable
VideoMMMUSource 87.6%Not comparable
ScreenSpot ProSource 72.7%Not comparable
CharXivSource 81.4%Not comparable
V*Source 88.0%Not comparable
AA-MMMU-ProSource 80.2%58.7%Gemini 3 Pro leads
Design Arena WebsiteSource 1027Not comparable
Inst. Following
BenchmarkGemini 3 ProGPT-4.1 miniResult
AA-IFBenchSource 70.4%38.3%Gemini 3 Pro leads
IFEvalSource 88.5%Not comparable
Frequently Asked Questions (2)

Which is better, Gemini 3 Pro or GPT-4.1 mini?

Gemini 3 Pro is ahead on BenchLM's BenchAlign leaderboard, 66.92 to 43.1. The biggest single separator in this matchup is FrontierMath v2 (Tiers 1-3), where the scores are 37.600% and 4.483%.

Which is better for math, Gemini 3 Pro or GPT-4.1 mini?

Gemini 3 Pro has the edge for math in this comparison, averaging 32.9 versus 4.5. Inside this category, FrontierMath v2 (Tiers 1-3) is the benchmark that creates the most daylight between them.

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Last updated: July 24, 2026