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Claude Opus 4.7 vs Gemini 3.1 Pro Preview

Claude Opus 4.7

Anthropic

95#7
vs
Signal-by-Signal Comparison
SignalClaude Opus 4.7DeltaGemini 3.1 Pro Preview
Capabilities
100
--
100
Benchmarks
93
+2
92
Pricing
75
-13
88
Context window size
95
0
96
Recency
100
--
100
Output Capacity
85
+5
80
Overall Result
2 wins
of 6
2 wins
It's a tie - both models win 2 signals each

Score History

Score History (24 data points)
Claude Opus 4.7Gemini 3.1 Pro Preview
Claude Opus 4.7

95.1

current score

Leader

Claude Opus 4.7

right now

Gemini 3.1 Pro Preview

92.2

current score

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

Claude Opus 4.7

Anthropic

Per request$0.017500
Daily$58.33
Monthly$1750.00
Annual$21000.00

Gemini 3.1 Pro Preview

Google

Best Value
Per request$0.008000
Daily$26.67
Monthly$800.00
Annual$9600.00

Gemini 3.1 Pro Preview saves you $950.00/month

That's $11400.00/year compared to Claude Opus 4.7 at your current usage level of 100K calls/month.

54% cheaper
Choose Gemini 3.1 Pro Preview for cost optimization

Claude Opus 4.7 pricing:
Input:$5.00/M tokens
Output:$25.00/M tokens
Gemini 3.1 Pro Preview pricing:
Input:$2.00/M tokens
Output:$12.00/M tokens
Winner
Claude Opus 4.7

Anthropic

95

Composite Score

Gemini 3.1 Pro Preview

Google

92

Composite Score

Signal-by-Signal Comparison
MetricClaude Opus 4.7Gemini 3.1 Pro PreviewWinner
Overall Score
95
92
Claude Opus 4.7
Rank#7#11
Claude Opus 4.7
Quality Rank#7#11
Claude Opus 4.7
Adoption Rank#7#11
Claude Opus 4.7
Parameters------
Context Window1000K1049K
Gemini 3.1 Pro Preview
Pricing$5.00/$25.00/M$2.00/$12.00/M--
Signal Scores
Capabilities
100
100
Claude Opus 4.7
Benchmarks
93
92
Claude Opus 4.7
Pricing
75
88
Gemini 3.1 Pro Preview
Context window size
95
96
Gemini 3.1 Pro Preview
Recency
100
100
Claude Opus 4.7
Output Capacity
85
80
Claude Opus 4.7
Benchmark Head-to-Head(6 benchmarks)
Claude Opus: 1Gemini 3.1: 2
Claude Opus
Gemini 3.1
Normalized 0-100%
MMLU
-92.6%
MMLU-Pro
-91.2%
GPQA Diamond
94.2%94.3%
SWE-bench Verified
87.6%80.6%
Arena Elo
14911494
HLE
46.9%-
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.

Claude Opus 4.7Elite Tier

Scores 95/100 (rank #7), placing it in the top 98% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Gemini 3.1 Pro PreviewElite Tier

Scores 92/100 (rank #11), placing it in the top 97% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 3-point gap, these models are in the same performance tier. The practical difference in output quality is minimal - your choice should depend on pricing, latency requirements, and specific feature needs.

When to Use Each Model

Choose Claude Opus 4.7 when you need:

  • Step-by-step reasoning and chain-of-thought problem solving

Choose Gemini 3.1 Pro Preview when you need:

  • High-volume production workloads where API costs must be minimized
  • Step-by-step reasoning and chain-of-thought problem solving
Cost-Performance Analysis
Claude Opus 4.7
Input cost$5.00/M tokens
Output cost$25.00/M tokens
Cost per quality point$0.315
Est. monthly (1M tokens/day)$450.00
Gemini 3.1 Pro PreviewBest Value
Input cost$2.00/M tokens
Output cost$12.00/M tokens
Cost per quality point$0.152
Est. monthly (1M tokens/day)$210.00

Gemini 3.1 Pro Preview offers 53% better value per quality point. At 1M tokens/day, you'd spend $210.00/month with Gemini 3.1 Pro Preview vs $450.00/month with Claude Opus 4.7 - a $240.00 monthly difference.

Latency & Speed
Claude Opus 4.7Faster
Speed score0/100
Gemini 3.1 Pro Preview
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

Claude Opus 4.7

Customer support chatbot

Suitable for user-facing chat with competitive response times. Gemini 3.1 Pro Preview also offers lower per-token costs for high-volume support

Claude Opus 4.7

Long document analysis

Larger context window (1049K tokens) can process longer documents, contracts, and research papers in a single pass

Gemini 3.1 Pro Preview

Batch data extraction

Lower output pricing ($12.00/M) reduces costs when processing thousands of records daily

Gemini 3.1 Pro Preview

Creative writing & content

Higher overall composite score (95/100) correlates with better nuance, coherence, and style in long-form content

Claude Opus 4.7

Image understanding & OCR

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

Claude Opus 4.7
Which Should You Choose?
Our recommendation:
Claude Opus 4.7

Claude Opus 4.7 and Gemini 3.1 Pro Preview are extremely close in overall performance (only 2.8999999999999915 points apart). Your best choice depends entirely on which specific strengths matter most for your use case.

Claude Opus 4.7
Recommended

by Anthropic

  • Choose for Quality - Marginally better benchmark scores; both are excellent
  • 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

by Google

  • Choose for Cost - 53% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Opus 4.7Gemini 3.1 Pro Preview
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)

Claude Opus 4.7

Anthropic

$39.00
estimated monthly cost

Gemini 3.1 Pro Preview

Google

Best Value
$18.00
estimated monthly cost

Gemini 3.1 Pro Preview saves you $21.00/month

That's 54% cheaper than Claude Opus 4.7 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
ParameterClaude Opus 4.7Gemini 3.1 Pro Preview
Context Window1M1.0M
Max Output Tokens128,00065,536
Open SourceNoNo
CreatedApr 16, 2026Feb 19, 2026
Last updated: 1m ago

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Claude Opus 4.7 vs Gemini 3.1 Pro Preview (2026) | LM Market Cap