A
Anthropic
Claude Opus 4.8
- Model type
- Proprietary
- Evidence state
- Supported evidence
- Published context
- 1,000,000
Claude Opus 4.8 vs
Qwen3.7 Max
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
Alibaba
Qwen3.7 Max
- Model type
- Proprietary
- Evidence state
- Supported evidence
- Published context
- 1,000,000
Key implications
Broad shared-metric coverage. Each finding is tied to a published metric, price, context, or modality fact.
- On Agentic, Claude Opus 4.8 has a higher supported BenchLM score (61.78 vs 38.19).
- On Coding, Claude Opus 4.8 has a higher supported BenchLM score (71.98 vs 55.03).
- On Knowledge, Claude Opus 4.8 has a higher supported BenchLM score (86.8 vs 70.2).
- On Overall, Claude Opus 4.8 has a higher supported BenchLM score (76.6 vs 71.79).
Shared metric view
The radar is a per-axis relative view; exact values and units remain available in its adjacent table.
- Claude Opus 4.8: solid line
- Qwen3.7 Max: dashed line
| Metric | Claude Opus 4.8 | Qwen3.7 Max | Unit |
|---|---|---|---|
| Agentic | 61.78 | 38.19 | score |
| Coding | 71.98 | 55.03 | score |
| Knowledge | 86.8 | 70.2 | score |
| Overall | 76.6 | 71.79 | score |
Source metrics
Friendly metric names and published units stay visible. Missing measurements remain unavailable rather than becoming a score.
| Metric | Unit | Claude Opus 4.8 | Qwen3.7 Max |
|---|---|---|---|
| Agentic | score | 61.78 | 38.19 |
| Coding | score | 71.98 | 55.03 |
| InstructionFollowing | score | Unavailable | 91 |
| Knowledge | score | 86.8 | 70.2 |
| Math | score | 66.8 | 82.2 |
| Multilingual | score | Unavailable | 100 |
| MultimodalGrounded | score | 85.4 | Unavailable |
| Reasoning | score | 68.3 | 78 |
| Overall | score | 76.6 | 71.79 |
Agentic
- Unit
- score
- Claude Opus 4.8
- 61.78
- Qwen3.7 Max
- 38.19
Coding
- Unit
- score
- Claude Opus 4.8
- 71.98
- Qwen3.7 Max
- 55.03
InstructionFollowing
- Unit
- score
- Claude Opus 4.8
- Unavailable
- Qwen3.7 Max
- 91
Knowledge
- Unit
- score
- Claude Opus 4.8
- 86.8
- Qwen3.7 Max
- 70.2
Math
- Unit
- score
- Claude Opus 4.8
- 66.8
- Qwen3.7 Max
- 82.2
Multilingual
- Unit
- score
- Claude Opus 4.8
- Unavailable
- Qwen3.7 Max
- 100
MultimodalGrounded
- Unit
- score
- Claude Opus 4.8
- 85.4
- Qwen3.7 Max
- Unavailable
Reasoning
- Unit
- score
- Claude Opus 4.8
- 68.3
- Qwen3.7 Max
- 78
Overall
- Unit
- score
- Claude Opus 4.8
- 76.6
- Qwen3.7 Max
- 71.79
Pricing and context
Verification is shown beside each selected route. Missing facts remain Not verified.
| Field | Unit | Claude Opus 4.8 | Qwen3.7 Max |
|---|---|---|---|
| Input API price | USD / 1M tokens | $5 | Not verified |
| Output API price | USD / 1M tokens | $25 | Not verified |
| Route context | tokens | 1,000,000 | Not verified |
| 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 4.8
- $5
- Qwen3.7 Max
- Not verified
Output API price
- Unit
- USD / 1M tokens
- Claude Opus 4.8
- $25
- Qwen3.7 Max
- Not verified
Route context
- Unit
- tokens
- Claude Opus 4.8
- 1,000,000
- Qwen3.7 Max
- Not verified
Input modalities
- Unit
- published list
- Claude Opus 4.8
- Not verified
- Qwen3.7 Max
- Not verified
Output modalities
- Unit
- published list
- Claude Opus 4.8
- Not verified
- Qwen3.7 Max
- 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 4.8 — source benchlm · artifact models · model claude-opus-4-8
- Qwen3.7 Max — source benchlm · artifact models · model qwen3-7-max
- Selected price routes
- Claude Opus 4.8 — route benchlm:claude-opus-4-8 · source benchlm · provider anthropic
- Qwen3.7 Max — Not published
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