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Gemini 2.5 Pro vs GPT-5.4

Gemini 2.5 Pro

Google

84#71
vs
GPT-5.4

OpenAI

92#17
Signal-by-Signal Comparison
SignalGemini 2.5 ProDeltaGPT-5.4
Capabilities
100
--
100
Benchmarks
80
-11
90
Pricing
90
+5
85
Context window size
96
0
96
Recency
41
-47
88
Output Capacity
77
-5
82
Overall Result
1 wins
of 6
4 wins
GPT-5.4 wins 4 of 6 signals

Score History

Score History (38 data points)
Gemini 2.5 ProGPT-5.4
Gemini 2.5 Pro

83.5

current score

Leader

GPT-5.4

right now

GPT-5.4

91.9

current score

LMMarketCap.com
Interactive Price Comparison
100Kcalls/month
1,000tokens (~1,333 chars)
500tokens (~667 chars)

Gemini 2.5 Pro

Google

Best Value
Per request$0.006250
Daily$20.83
Monthly$625.00
Annual$7500.00

GPT-5.4

OpenAI

Per request$0.010000
Daily$33.33
Monthly$1000.00
Annual$12000.00

Gemini 2.5 Pro saves you $375.00/month

That's $4500.00/year compared to GPT-5.4 at your current usage level of 100K calls/month.

38% cheaper
Choose Gemini 2.5 Pro for cost optimization

Gemini 2.5 Pro pricing:
Input:$1.25/M tokens
Output:$10.00/M tokens
GPT-5.4 pricing:
Input:$2.50/M tokens
Output:$15.00/M tokens
Gemini 2.5 Pro

Google

84

Composite Score

Winner
GPT-5.4

OpenAI

92

Composite Score

Signal-by-Signal Comparison
MetricGemini 2.5 ProGPT-5.4Winner
Overall Score
84
92
GPT-5.4
Rank#71#17
GPT-5.4
Quality Rank#71#17
GPT-5.4
Adoption Rank#71#17
GPT-5.4
Parameters------
Context Window1049K1050K
GPT-5.4
Pricing$1.25/$10.00/M$2.50/$15.00/M--
Signal Scores
Capabilities
100
100
Gemini 2.5 Pro
Benchmarks
80
90
GPT-5.4
Pricing
90
85
Gemini 2.5 Pro
Context window size
96
96
GPT-5.4
Recency
41
88
GPT-5.4
Output Capacity
77
82
GPT-5.4
Benchmark Head-to-Head(13 benchmarks)
Gemini 2.5: 0GPT-5.4: 10
Gemini 2.5
GPT-5.4
Normalized 0-100%
MMLU
90.8%94%
MMLU-Pro
86%87%
GPQA Diamond
84%88.5%
MATH-500
95.2%95.5%
HumanEval
-97.5%
SWE-bench Verified
63.8%80%
AIME 2024
92%-
IFEval
87.2%93.5%
BBH
88%92%
Arena Elo
14441485
LiveBench
75.6%79%
HLE
35.2%39%
BigCodeBench
29.7%-
Benchmark Interpretation

Our score (0-100) is driven by benchmark performance (90%) from Arena Elo ratings, MMLU, GPQA, HumanEval, SWE-bench, and 15+ standardized evaluations. Capabilities and context window serve as tiebreakers (10%). Learn more about our methodology.

Gemini 2.5 ProStrong Performer

Scores 84/100 (rank #71), placing it in the top 76% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
GPT-5.4Elite Tier

Scores 92/100 (rank #17), placing it in the top 94% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

GPT-5.4 has a 8-point advantage, which typically translates to noticeably better performance on complex reasoning, code generation, and multi-step tasks.

When to Use Each Model

Choose Gemini 2.5 Pro when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving

Choose GPT-5.4 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Gemini 2.5 ProBest Value
Input cost$1.25/M tokens
Output cost$10.00/M tokens
Cost per quality point$0.135
Est. monthly (1M tokens/day)$168.75
GPT-5.4
Input cost$2.50/M tokens
Output cost$15.00/M tokens
Cost per quality point$0.190
Est. monthly (1M tokens/day)$262.50

Gemini 2.5 Pro offers 36% better value per quality point. At 1M tokens/day, you'd spend $168.75/month with Gemini 2.5 Pro vs $262.50/month with GPT-5.4 - a $93.75 monthly difference.

Latency & Speed
Gemini 2.5 ProFaster
Speed score0/100
GPT-5.4
Speed score0/100

Both models have comparable response speeds. For most applications, the latency difference is negligible.

When latency matters most: Interactive chatbots, IDE code completion, real-time translation, and user-facing applications where response time directly impacts experience. For batch processing, background summarization, or offline analysis, latency is less critical.

Example Use Cases

Code generation & review

Based on overall model capabilities and architecture for coding tasks like generating functions, debugging, and refactoring

Gemini 2.5 Pro

Customer support chatbot

Suitable for user-facing chat with competitive response times. Gemini 2.5 Pro also offers lower per-token costs for high-volume support

Gemini 2.5 Pro

Long document analysis

Larger context window (1050K tokens) can process longer documents, contracts, and research papers in a single pass

GPT-5.4

Batch data extraction

Lower output pricing ($10.00/M) reduces costs when processing thousands of records daily

Gemini 2.5 Pro

Creative writing & content

Higher overall composite score (92/100) correlates with better nuance, coherence, and style in long-form content

GPT-5.4

Image understanding & OCR

Supports vision input - can analyze screenshots, diagrams, photos, and scanned documents directly

Gemini 2.5 Pro
Which Should You Choose?
Our recommendation:
GPT-5.4

GPT-5.4 has a moderate advantage with a 8.400000000000006-point lead in composite score. It wins on more signal dimensions, but Gemini 2.5 Pro has specific strengths that could make it the better choice for certain workflows.

by Google

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • Choose for Cost - 36% lower pricing; better value at scale
  • Choose for Reliability - Higher uptime and faster response speeds
  • Choose for Prototyping - Stronger community support and better developer experience
  • Choose for Production - Wider enterprise adoption and proven at scale
GPT-5.4
Recommended

by OpenAI

Consider for specialized use cases.

Capability Comparison
CapabilityGemini 2.5 ProGPT-5.4
Vision (Image Input)
Function Calling
Streaming
JSON Mode
Reasoning
Web Search
Image Output
Monthly Cost Calculator
1,000tokens (600 in / 400 out)
100requests/day (3,000/month)

Gemini 2.5 Pro

Google

Best Value
$14.25
estimated monthly cost

GPT-5.4

OpenAI

$22.50
estimated monthly cost

Gemini 2.5 Pro saves you $8.25/month

That's 37% cheaper than GPT-5.4 at 1,000 tokens/request and 100 requests/day.

Assumes 60% input / 40% output token ratio per request. Actual costs may vary based on your usage pattern.

Parameters & Context
ParameterGemini 2.5 ProGPT-5.4
Context Window1.0M1.1M
Max Output Tokens65,536128,000
Open SourceNoNo
CreatedJun 17, 2025Mar 5, 2026
Last updated: 59m ago

相关对比

Gemini 2.5 Pro vs GPT-5.4 (2026) | LM Market Cap