A
Anthropic
Claude Opus 4.7 (Adaptive)
- Model type
- Proprietary
- Evidence state
- Estimated evidence
- Published context
- 1,000,000
Claude Opus 4.7 (Adaptive) vs
Claude Opus 4.8
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.
A
Anthropic
Claude Opus 4.8
- Model type
- Proprietary
- Evidence state
- Supported 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.
No decision-relevant implication can be verified for this pair yet.
Shared metric view
A radar is shown only when at least four compatible supported score metrics are published.
Comparable metric detail
- AgenticClaude Opus 4.7 (Adaptive): 63.6 · Claude Opus 4.8: 61.78
- CodingClaude Opus 4.7 (Adaptive): 65.35 · Claude Opus 4.8: 71.98
- KnowledgeClaude Opus 4.7 (Adaptive): 81.8 · Claude Opus 4.8: 86.8
- MathClaude Opus 4.7 (Adaptive): Unavailable · Claude Opus 4.8: 66.8
- MultimodalGroundedClaude Opus 4.7 (Adaptive): 46 · Claude Opus 4.8: 85.4
- ReasoningClaude Opus 4.7 (Adaptive): 71.4 · Claude Opus 4.8: 68.3
- OverallClaude Opus 4.7 (Adaptive): 72.58 · Claude Opus 4.8: 76.6
Source metrics
Friendly metric names and published units stay visible. Missing measurements remain unavailable rather than becoming a score.
| Metric | Unit | Claude Opus 4.7 (Adaptive) | Claude Opus 4.8 |
|---|---|---|---|
| Agentic | score | 63.6 | 61.78 |
| Coding | score | 65.35 | 71.98 |
| Knowledge | score | 81.8 | 86.8 |
| Math | score | Unavailable | 66.8 |
| MultimodalGrounded | score | 46 | 85.4 |
| Reasoning | score | 71.4 | 68.3 |
| Overall | score | 72.58 | 76.6 |
Agentic
- Unit
- score
- Claude Opus 4.7 (Adaptive)
- 63.6
- Claude Opus 4.8
- 61.78
Coding
- Unit
- score
- Claude Opus 4.7 (Adaptive)
- 65.35
- Claude Opus 4.8
- 71.98
Knowledge
- Unit
- score
- Claude Opus 4.7 (Adaptive)
- 81.8
- Claude Opus 4.8
- 86.8
Math
- Unit
- score
- Claude Opus 4.7 (Adaptive)
- Unavailable
- Claude Opus 4.8
- 66.8
MultimodalGrounded
- Unit
- score
- Claude Opus 4.7 (Adaptive)
- 46
- Claude Opus 4.8
- 85.4
Reasoning
- Unit
- score
- Claude Opus 4.7 (Adaptive)
- 71.4
- Claude Opus 4.8
- 68.3
Overall
- Unit
- score
- Claude Opus 4.7 (Adaptive)
- 72.58
- Claude Opus 4.8
- 76.6
Pricing and context
Verification is shown beside each selected route. Missing facts remain Not verified.
| Field | Unit | Claude Opus 4.7 (Adaptive) | Claude Opus 4.8 |
|---|---|---|---|
| Input API price | USD / 1M tokens | $5 | $5 |
| Output API price | USD / 1M tokens | $25 | $25 |
| 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 Opus 4.7 (Adaptive)
- $5
- Claude Opus 4.8
- $5
Output API price
- Unit
- USD / 1M tokens
- Claude Opus 4.7 (Adaptive)
- $25
- Claude Opus 4.8
- $25
Route context
- Unit
- tokens
- Claude Opus 4.7 (Adaptive)
- 1,000,000
- Claude Opus 4.8
- 1,000,000
Input modalities
- Unit
- published list
- Claude Opus 4.7 (Adaptive)
- Not verified
- Claude Opus 4.8
- Not verified
Output modalities
- Unit
- published list
- Claude Opus 4.7 (Adaptive)
- Not verified
- Claude Opus 4.8
- 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 Opus 4.7 (Adaptive) — source benchlm · artifact models · model claude-opus-4-7-max
- Claude Opus 4.8 — source benchlm · artifact models · model claude-opus-4-8
- Selected price routes
- Claude Opus 4.7 (Adaptive) — route benchlm:claude-opus-4-7-max · source benchlm · provider anthropic
- Claude Opus 4.8 — route benchlm:claude-opus-4-8 · source benchlm · provider anthropic
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