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Claude Fable 5 vs Gemini 3.1 Pro Preview Custom Tools

Signal-by-Signal Comparison
SignalClaude Fable 5DeltaGemini 3.1 Pro Preview Custom Tools
Capabilities
100
--
100
Benchmarks
96
+5
92
Pricing
50
-38
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 Fable 5Gemini 3.1 Pro Preview Custom Tools
Claude Fable 5

97.1

current score

Leader

Claude Fable 5

right now

Gemini 3.1 Pro Preview Custom Tools

92.2

current score

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

Claude Fable 5

Anthropic

Per request$0.035000
Daily$116.67
Monthly$3500.00
Annual$42000.00

Gemini 3.1 Pro Preview Custom Tools

Google

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

Gemini 3.1 Pro Preview Custom Tools saves you $2700.00/month

That's $32400.00/year compared to Claude Fable 5 at your current usage level of 100K calls/month.

77% cheaper
Choose Gemini 3.1 Pro Preview Custom Tools for cost optimization

Claude Fable 5 pricing:
Input:$10.00/M tokens
Output:$50.00/M tokens
Gemini 3.1 Pro Preview Custom Tools pricing:
Input:$2.00/M tokens
Output:$12.00/M tokens
Winner
Claude Fable 5

Anthropic

97

Composite Score

Signal-by-Signal Comparison
MetricClaude Fable 5Gemini 3.1 Pro Preview Custom ToolsWinner
Overall Score
97
92
Claude Fable 5
Rank#1#10
Claude Fable 5
Quality Rank#1#10
Claude Fable 5
Adoption Rank#1#10
Claude Fable 5
Parameters------
Context Window1000K1049K
Gemini 3.1 Pro Preview Custom Tools
Pricing$10.00/$50.00/M$2.00/$12.00/M--
Signal Scores
Capabilities
100
100
Claude Fable 5
Benchmarks
96
92
Claude Fable 5
Pricing
50
88
Gemini 3.1 Pro Preview Custom Tools
Context window size
95
96
Gemini 3.1 Pro Preview Custom Tools
Recency
100
100
Claude Fable 5
Output Capacity
85
80
Claude Fable 5
Benchmark Head-to-Head(6 benchmarks)
Claude Fable: 2Gemini 3.1: 1
Claude Fable
Gemini 3.1
Normalized 0-100%
MMLU
-92.6%
MMLU-Pro
-91.2%
GPQA Diamond
94.1%94.3%
SWE-bench Verified
95%80.6%
Arena Elo
15071494
HLE
59%-
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 Fable 5Elite Tier

Scores 97/100 (rank #1), placing it in the top 100% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100
Gemini 3.1 Pro Preview Custom ToolsElite Tier

Scores 92/100 (rank #10), placing it in the top 97% of all 290 models tracked.

Raw Quality0/100
Cost Efficiency0/100
Speed0/100

With only a 5-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 Fable 5 when you need:

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

Choose Gemini 3.1 Pro Preview Custom Tools 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 Fable 5
Input cost$10.00/M tokens
Output cost$50.00/M tokens
Cost per quality point$0.618
Est. monthly (1M tokens/day)$900.00
Gemini 3.1 Pro Preview Custom ToolsBest 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 Custom Tools offers 77% better value per quality point. At 1M tokens/day, you'd spend $210.00/month with Gemini 3.1 Pro Preview Custom Tools vs $900.00/month with Claude Fable 5 - a $690.00 monthly difference.

Latency & Speed
Claude Fable 5Faster
Speed score0/100
Gemini 3.1 Pro Preview Custom Tools
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 Fable 5

Customer support chatbot

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

Claude Fable 5

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 Custom Tools

Batch data extraction

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

Gemini 3.1 Pro Preview Custom Tools

Creative writing & content

Higher overall composite score (97/100) correlates with better nuance, coherence, and style in long-form content

Claude Fable 5

Image understanding & OCR

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

Claude Fable 5
Which Should You Choose?
Our recommendation:
Claude Fable 5

Claude Fable 5 has a moderate advantage with a 4.8999999999999915-point lead in composite score. It wins on more signal dimensions, but Gemini 3.1 Pro Preview Custom Tools has specific strengths that could make it the better choice for certain workflows.

Claude Fable 5
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 - 77% lower pricing; better value at scale
Capability Comparison
CapabilityClaude Fable 5Gemini 3.1 Pro Preview Custom Tools
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 Fable 5

Anthropic

$78.00
estimated monthly cost

Gemini 3.1 Pro Preview Custom Tools

Google

Best Value
$18.00
estimated monthly cost

Gemini 3.1 Pro Preview Custom Tools saves you $60.00/month

That's 77% cheaper than Claude Fable 5 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 Fable 5Gemini 3.1 Pro Preview Custom Tools
Context Window1M1.0M
Max Output Tokens128,00065,536
Open SourceNoNo
CreatedJun 9, 2026Feb 25, 2026
Last updated: 3m ago

相关对比

Claude Fable 5 vs Gemini 3.1 Pro Preview Custom Tools (2026) | LM Market Cap