A
Anthropic
Claude Sonnet 5
- Model type
- Proprietary
- Evidence state
- Estimated evidence
- Published context
- 1,000,000
Claude Sonnet 5 vs
Gemini 3.1 Pro
Read the published evidence, route context, and missing facts before making a local decision. This page does not name a universal winner.
Models in this comparison
Provider identity and evidence state stay balanced across the pair.
GGoogle
Gemini 3.1 Pro
- Model type
- Proprietary
- Evidence state
- Estimated evidence
- Published context
- 1,000,000
Key implications
Insufficient shared-metric coverage. Each finding is tied to a published metric, price, context, or modality fact.
- Output API price: Claude Sonnet 5 has the lower verified rate ($10 / 1M tokens vs $12 / 1M tokens).
Shared metric view
A radar is shown only when at least four compatible supported score metrics are published.
Comparable metric detail
- AgenticClaude Sonnet 5: 67.22 · Gemini 3.1 Pro: 33.84
- CodingClaude Sonnet 5: 70.73 · Gemini 3.1 Pro: 49.3
- KnowledgeClaude Sonnet 5: 84.6 · Gemini 3.1 Pro: 66.7
- MathClaude Sonnet 5: Unavailable · Gemini 3.1 Pro: 55.1
- MultimodalGroundedClaude Sonnet 5: 71.8 · Gemini 3.1 Pro: 76.8
- ReasoningClaude Sonnet 5: Unavailable · Gemini 3.1 Pro: 72.4
- OverallClaude Sonnet 5: 65.02 · Gemini 3.1 Pro: 56.25
Source metrics
Friendly metric names and published units stay visible. Missing measurements remain unavailable rather than becoming a score.
| Metric | Unit | Claude Sonnet 5 | Gemini 3.1 Pro |
|---|---|---|---|
| Agentic | score | 67.22 | 33.84 |
| Coding | score | 70.73 | 49.3 |
| Knowledge | score | 84.6 | 66.7 |
| Math | score | Unavailable | 55.1 |
| MultimodalGrounded | score | 71.8 | 76.8 |
| Reasoning | score | Unavailable | 72.4 |
| Overall | score | 65.02 | 56.25 |
Agentic
- Unit
- score
- Claude Sonnet 5
- 67.22
- Gemini 3.1 Pro
- 33.84
Coding
- Unit
- score
- Claude Sonnet 5
- 70.73
- Gemini 3.1 Pro
- 49.3
Knowledge
- Unit
- score
- Claude Sonnet 5
- 84.6
- Gemini 3.1 Pro
- 66.7
Math
- Unit
- score
- Claude Sonnet 5
- Unavailable
- Gemini 3.1 Pro
- 55.1
MultimodalGrounded
- Unit
- score
- Claude Sonnet 5
- 71.8
- Gemini 3.1 Pro
- 76.8
Reasoning
- Unit
- score
- Claude Sonnet 5
- Unavailable
- Gemini 3.1 Pro
- 72.4
Overall
- Unit
- score
- Claude Sonnet 5
- 65.02
- Gemini 3.1 Pro
- 56.25
Pricing and context
Verification is shown beside each selected route. Missing facts remain Not verified.
| Field | Unit | Claude Sonnet 5 | Gemini 3.1 Pro |
|---|---|---|---|
| Input API price | USD / 1M tokens | $2 | $2 |
| Cached input API price | USD / 1M tokens | $0.2 | $0.2 |
| Output API price | USD / 1M tokens | $10 | $12 |
| Route context | tokens | 1,000,000 | 1,000,000 |
| Input modalities | published list | Not verified | Not verified |
| Output modalities | published list | Not verified | Not verified |
Input API price
- Unit
- USD / 1M tokens
- Claude Sonnet 5
- $2
- Gemini 3.1 Pro
- $2
Cached input API price
- Unit
- USD / 1M tokens
- Claude Sonnet 5
- $0.2
- Gemini 3.1 Pro
- $0.2
Output API price
- Unit
- USD / 1M tokens
- Claude Sonnet 5
- $10
- Gemini 3.1 Pro
- $12
Route context
- Unit
- tokens
- Claude Sonnet 5
- 1,000,000
- Gemini 3.1 Pro
- 1,000,000
Input modalities
- Unit
- published list
- Claude Sonnet 5
- Not verified
- Gemini 3.1 Pro
- Not verified
Output modalities
- Unit
- published list
- Claude Sonnet 5
- Not verified
- Gemini 3.1 Pro
- Not verified
Evidence provenance
Source records, route identity, timestamps, and methodology are consolidated here without declaring either model a winner.
- Publication time
- Aug 30, 2026, 2:15 AM UTC
- Freshness
- Stale — Published weekly benchmark evidence has not refreshed within 8 days.
- Methodology
- benchlm: benchlm_raw_composite
- Model records
- Claude Sonnet 5 — source benchlm · artifact models · model claude-sonnet-5
- Gemini 3.1 Pro — source benchlm · artifact models · model gemini-3-1-pro
- Selected price routes
- Claude Sonnet 5 — route benchlm:claude-sonnet-5 · source benchlm · provider anthropic
- Gemini 3.1 Pro — route benchlm:gemini-3-1-pro · source benchlm · provider google
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