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Precision Benchmarks

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© 2026 CompareLLM. Public benchmark data aggregated from Arena Elo, LiveBench, SWE-bench & OpenRouter.

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  3. Gemini 2.5 Pro vs GPT-4o

Pairwise benchmark snapshot · Aug 17, 2026

Gemini 2.5 Pro vs GPT-4o benchmark

In this head-to-head showdown, Gemini 2.5 Pro delivers higher overall intelligence and human-preferred responses (Elo 1,350 vs 1,335), while Gemini 2.5 Pro leads in SWE-bench software engineering benchmarks (63.8%), while Gemini 2.5 Pro is more budget-friendly at $10/1M per 1M output tokens, while GPT-4o provides faster response streaming (110 tok/s). Review the complete breakdown below to determine which model best fits your performance and budget requirements.

Executive Comparison Verdict

Bottom Line: Gemini 2.5 Pro holds the advantage over GPT-4o in overall benchmark performance and human evaluation rankings. Choose Gemini 2.5 Pro for demanding workloads, or review the breakdown below to compare coding and pricing metrics.
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Executive Verdict Summary

Gemini 2.5 Pro holds empirical advantage (6 of 8 metrics)

Coding / SWESWE-bench
Gemini 2.5 ProTop code solve rate
ReasoningGPQA / Live
Gemini 2.5 ProTop logical accuracy
Best Value$/1M Tok
Gemini 2.5 ProLowest API billing cost
Speed / TokTok/Sec
GPT-4oFastest stream rate

Verified Advantage Breakdown

8 benchmarks evaluated across capability, speed, and cost

Gemini 2.5 Pro (6)GPT-4o (2)
Gemini 2.5 Pro
6 of 8 Wins
✓Preference Elo✓LiveBench✓SWE-bench✓GPQA Diamond✓Input price✓Context window
GPT-4o
2 of 8 Wins
✓Time to first token✓Output speed
Google
Leads 6 of 8
Gemini 2.5 Pro

Previous Google long-context flagship.

Elo 1,350In: $1.25 · Out: $10/1M
OpenAI
Leads 2 of 8
GPT-4o

Previous OpenAI flagship. Still a common compare baseline on legacy pages.

Elo 1,335In: $2.5 · Out: $10/1M
Top Rival Showdowns for Gemini 2.5 Pro
All Matchups
Compare vs:vs Claude Opus 4.5vs GPT-5vs Grok 4.6vs DeepSeek V4 Provs Qwen 3 Max
Preference LeaderGemini 2.5 Pro Wins

Gemini 2.5 Pro

Δ 15 Arena Elo pts

Throughput LeaderGPT-4o Wins

GPT-4o

110 tok/s

Value per Dollar LeaderGemini 2.5 Pro Wins

Gemini 2.5 Pro

$10 / 1M output

Capability Percentiles

Relative percentile scores computed across all active models in the benchmark catalog.

Multi-Dimensional Capability Radar

Leaders Matchup Capability Radar

Comparing top standard models across 6 key capability dimensions. Tap any spoke or dot to inspect.

Tap any node to inspect
0–100 %ile

Overall Matchup Breakdown

Category wins across reasoning intelligence, generation speed, and token cost.

Gemini 2.5 Pro (6)vsGPT-4o (2)
Gemini 2.5 Pro: 6W (75%)Overall: Gemini 2.5 ProGPT-4o: 2W (25%)
← Gemini 2.5 Pro1 tiesGPT-4o →
🏆Gemini 2.5 Pro Leads(4/5)

Intelligence & Reasoning

Preference Elo, Coding proficiency, SWE-bench & LiveBench accuracy

Benchmark
Gemini 2.5 ProvsGPT-4o
Preference Elo
1,350vs1,335+15
Coding Elo
—vs—
SWE-bench
63.8%vs54.8%+9%
LiveBench
57.1%vs54.2%+2.9%
GPQA Diamond
76.4%vs73.2%+3.2%
Gemini 2.5 Pro: 4WGPT-4o: 0W
🏆GPT-4o Leads(2/2)

Speed & Latency

Generation throughput and time to first token responsiveness

Benchmark
Gemini 2.5 ProvsGPT-4o
Output speed
95 tok/svs110 tok/s+15 tok/s
Time to first token
210 msvs180 ms+30 ms
Gemini 2.5 Pro: 0WGPT-4o: 2W
🏆Gemini 2.5 Pro Leads(2/3)

Pricing & Capacity

Cost per million tokens and max context window length

Benchmark
Gemini 2.5 ProvsGPT-4o
Output price
$10/1Mvs$10/1M
Input price
$1.25/1Mvs$2.5/1M+$1.25/1M
Context window
1Mvs128k+921k
Gemini 2.5 Pro: 2WGPT-4o: 0W

Side-by-Side Benchmark Matrix

Gemini 2.5 ProGPT-4o
Preference EloGemini 2.5 Pro +15
Gemini 2.5 Pro1,350
GPT-4o1,335
LiveBenchGemini 2.5 Pro +2.9%
Gemini 2.5 Pro57.1%
GPT-4o54.2%
SWE-benchGemini 2.5 Pro +9%
Gemini 2.5 Pro63.8%
GPT-4o54.8%
GPQA DiamondGemini 2.5 Pro +3.2%
Gemini 2.5 Pro76.4%
GPT-4o73.2%
Time to first tokenGPT-4o +30 ms
Gemini 2.5 Pro210 ms
GPT-4o180 ms
Output speedGPT-4o +15 tok/s
Gemini 2.5 Pro95 tok/s
GPT-4o110 tok/s
Input priceGemini 2.5 Pro +$1.25/1M
Gemini 2.5 Pro$1.25/1M
GPT-4o$2.5/1M
Output price
Gemini 2.5 Pro$10/1M
GPT-4o$10/1M
Context windowGemini 2.5 Pro +921k
Gemini 2.5 Pro1M
GPT-4o128k
BenchmarkGemini 2.5 ProGPT-4oAdvantage Delta
Preference Elo
1,350
lmarena · Aug 17, 2026
1,335
lmarena · Aug 17, 2026
+15
LiveBench
57.1%
livebench · Aug 17, 2026
54.2%
livebench · Aug 17, 2026
+2.9%
SWE-bench
63.8%
swebench · Aug 17, 2026
54.8%
swebench · Aug 17, 2026
+9%
GPQA Diamond
76.4%
seed-bootstrap · Aug 1, 2026
73.2%
seed-bootstrap · Aug 1, 2026
+3.2%
Time to first token
210 ms
seed-bootstrap · Aug 1, 2026
180 ms
seed-bootstrap · Aug 1, 2026
+30 ms
Output speed
95 tok/s
seed-bootstrap · Aug 1, 2026
110 tok/s
seed-bootstrap · Aug 1, 2026
+15 tok/s
Input price
$1.25/1M
openrouter · Aug 17, 2026
$2.5/1M
openrouter · Aug 17, 2026
+$1.25/1M
Output price
$10/1M
openrouter · Aug 17, 2026
$10/1M
openrouter · Aug 17, 2026
—
Context window
1M
openrouter · Aug 17, 2026
128k
openrouter · Aug 17, 2026
+921k

Workload Cost & Savings Calculator

Simulate monthly production API costs in USD (US Dollar).

Save 18% with Gemini 2.5 Pro
Monthly Volume50M tokens/mo
Quick Presets:
Token Ratio (In vs Out)70% In / 30% Out
RAG / Search (10% out)Coding / Chat (50% out)
Gemini 2.5 Pro$193.75 / mo
In: $43.75Out: $150
GPT-4o$237.50 / mo
In: $87.5Out: $150
Estimated Cost Delta

Gemini 2.5 Pro is estimated to save $43.75/month ($525/year).

Based on 50M tokens (30% gen)

Key Selection Recommendations

  • 1
    Gemini 2.5 Pro:Pick Gemini 2.5 Pro when repo-level coding accuracy is the constraint.
  • 2
    GPT-4o:Pick GPT-4o when time-to-first-token matters more than peak Elo.
  • 3
    Gemini 2.5 Pro:Pick Gemini 2.5 Pro for million-token RAG or long-document jobs.

Recommended Workload Routing

Repo / coding agentsGemini 2.5 Pro

Higher SWE-bench (63.8%).

High-volume chatGemini 2.5 Pro

Lower output list price ($10/1M).

Voice / low-latency UIGPT-4o

Lower TTFT (180 ms).

Long-document RAGGemini 2.5 Pro

Larger window (1M).

Screenshots / visionGemini 2.5 Pro

Both accept images. Defaulting to the higher-Elo side (Gemini 2.5 Pro).

Target WorkloadRecommended PickEvaluation Rationale
Repo / coding agentsGemini 2.5 ProHigher SWE-bench (63.8%).
High-volume chatGemini 2.5 ProLower output list price ($10/1M).
Voice / low-latency UIGPT-4oLower TTFT (180 ms).
Long-document RAGGemini 2.5 ProLarger window (1M).
Screenshots / visionGemini 2.5 ProBoth accept images. Defaulting to the higher-Elo side (Gemini 2.5 Pro).

Related Editorial Dispatches & Benchmark Notes

View all news
launchMar 25, 2025

Gemini 2.5 Pro remains the previous Google long-context flagship

2025-03 row. 3.x Pro replaced it. Kept for old “2.5 pro vs gpt-4o” inbound.

newsMay 13, 2024

GPT-4o stays as the 2024 compare anchor people still search

Deprecated for buying. Kept because “4o vs sonnet” is still a typed query.

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CompareLLM AI Matrix

Verified Head-to-Head Telemetry

LIVE BENCHMARK
VS
Google

Gemini 2.5 Pro

Elo 1,350
SWE-bench63.8%
Speed (tok/s)95 tok/s
Input / 1M Tokens$1.25/1M
Output / 1M Tokens$10/1M
OpenAI

GPT-4o

Elo 1,335
SWE-bench54.8%
Speed (tok/s)110 tok/s
Input / 1M Tokens$2.5/1M
Output / 1M Tokens$10/1M

Frequently Asked Questions

Which is better overall, Gemini 2.5 Pro or GPT-4o?
Gemini 2.5 Pro has the higher preference Elo in our latest snapshot (1,350). “Better” still depends on coding, price, and latency — see the table.
Which is better at coding, Gemini 2.5 Pro or GPT-4o?
Gemini 2.5 Pro leads SWE-bench at 63.8% vs 54.8%. SWE-bench is one harness, not your repo.
Which is cheaper to run in production?
Gemini 2.5 Pro output tokens are $10/1M versus $10/1M. Input prices and retry rates still move the real bill.
Which is faster, Gemini 2.5 Pro or GPT-4o?
GPT-4o has the lower time-to-first-token (180 ms vs 210 ms). Tokens/sec is a separate column if you care about long completions.
Which has the larger context window?
Gemini 2.5 Pro accepts 1M tokens versus 128k.
Can I self-host either model?
Neither model is marked open-weights here. You are comparing hosted APIs.
Are these scores from CompareLLM’s own evals?
No. V1 aggregates public leaderboards (and optional first-party latency pings). Each cell names its source and date. Read /methodology.
What does preference Elo mean on this page?
Preference Elo is a crowd vote from LMArena / Arena. People see two hidden answers and pick the one they like more. The model that wins more often gets a higher Elo. That means people preferred it — not that it passed a school test. It is not SWE-bench, not accuracy, and not a number we invent. Gemini 2.5 Pro and GPT-4o Elo cells are dated snapshots from the named source — we do not compute Arena ourselves.

Related news

  • launch · Mar 25, 2025

    Gemini 2.5 Pro remains the previous Google long-context flagship

  • news · May 13, 2024

    GPT-4o stays as the 2024 compare anchor people still search

Similar Head-to-Head Comparisons

All Gemini 2.5 Pro matchups →|All GPT-4o matchups →
Gemini 2.5 Pro vs Gemini 1.5 Pro (previous gemini-pro)Gemini 2.5 Pro vs Gemini 3 Pro (next gemini-pro)GPT-4o vs GPT-4 Turbo (previous gpt-flagship)GPT-4o vs OpenAI: o1 (next gpt-flagship)Gemini 2.0 Flash Thinking vs Gemini 2.5 ProGemini 3 Flash vs Gemini 2.5 Pro