A
Anthropic
Claude 3.5 Sonnet
- Model type
- Proprietary
- Evidence state
- Estimated evidence
- Published context
- 200,000
Claude 3.5 Sonnet vs
Grok 4
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.
X
xAI
Grok 4
- Model type
- Proprietary
- Evidence state
- Supported evidence
- Published context
- 128,000
Key implications
Insufficient shared-metric coverage. Each finding is tied to a published metric, price, context, or modality fact.
- Context window: Claude 3.5 Sonnet has the larger published context window (200,000 tokens vs 128,000 tokens).
Shared metric view
A radar is shown only when at least four compatible supported score metrics are published.
Comparable metric detail
- MathClaude 3.5 Sonnet: 25.7 · Grok 4: 38.6
- OverallClaude 3.5 Sonnet: 48.38 · Grok 4: 59.84
Source metrics
Friendly metric names and published units stay visible. Missing measurements remain unavailable rather than becoming a score.
| Metric | Unit | Claude 3.5 Sonnet | Grok 4 |
|---|---|---|---|
| Math | score | 25.7 | 38.6 |
| Overall | score | 48.38 | 59.84 |
Math
- Unit
- score
- Claude 3.5 Sonnet
- 25.7
- Grok 4
- 38.6
Overall
- Unit
- score
- Claude 3.5 Sonnet
- 48.38
- Grok 4
- 59.84
Pricing and context
Verification is shown beside each selected route. Missing facts remain Not verified.
| Field | Unit | Claude 3.5 Sonnet | Grok 4 |
|---|---|---|---|
| Input API price | USD / 1M tokens | $3 | Not verified |
| Output API price | USD / 1M tokens | $15 | Not verified |
| Route context | tokens | 200,000 | 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 3.5 Sonnet
- $3
- Grok 4
- Not verified
Output API price
- Unit
- USD / 1M tokens
- Claude 3.5 Sonnet
- $15
- Grok 4
- Not verified
Route context
- Unit
- tokens
- Claude 3.5 Sonnet
- 200,000
- Grok 4
- Not verified
Input modalities
- Unit
- published list
- Claude 3.5 Sonnet
- Not verified
- Grok 4
- Not verified
Output modalities
- Unit
- published list
- Claude 3.5 Sonnet
- Not verified
- Grok 4
- 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 3.5 Sonnet — source benchlm · artifact models · model claude-3-5-sonnet
- Grok 4 — source benchlm · artifact models · model grok-4
- Selected price routes
- Claude 3.5 Sonnet — route benchlm:claude-3-5-sonnet · source benchlm · provider anthropic
- Grok 4 — Not published
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