- Rank
- #21 of 140
- Percentile
- Benchmarks
- 7
Model evidence profile
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Dots Studio · Open Weight · Reasoning
currentestimated
- Overall public score
- 68.66
- Source rank
- #22
- Evidence coverage
- 7 benchmarks · 1 sources
Strongest published evidencePublic overall score 68.66 at source rank #22.
Validate before choosingValidate current route pricing and evidence availability before choosing.
Revision benchmark_3b14dc55ef5307cfe91356d3ea348101 · Published Aug 30, 2026 · Checked Aug 30, 2026 · stale
Relative field position
Capability radar
Percentiles use eligible source ranks. Missing axes remain unavailable and never become zero.
- Agentic percentile
- 85.6 percentileRank #21 of 140
- Coding percentile
- 77.1 percentileRank #34 of 145
- Instruction Following percentile
- 87.8 percentileRank #6 of 42
- Knowledge percentile
- Knowledge: Unavailable
- Multimodal grounded percentile
- Multimodal grounded: Unavailable
- Overall percentile
- Overall: Unavailable
- Reasoning percentile
- Reasoning: Unavailable
Published measurements
Category scores
Scores retain their source units; percentile and rank appear only for eligible fields.
- Rank
- #34 of 145
- Percentile
- Benchmarks
- 7
- Rank
- #6 of 42
- Percentile
- Benchmarks
- 7
- Rank
- Not ranked
- Percentile
- Benchmarks
- 7
- Rank
- Not ranked
- Percentile
- Benchmarks
- 7
- Rank
- #22
- Percentile
- Benchmarks
- 7
- Rank
- Not ranked
- Percentile
- Benchmarks
- 7
Route-specific facts
Pricing and specifications
Conflicting routes remain separate and attributable.
Direct API pricing is unavailable.
- Context window
- 512,000
- Maximum output
- Unavailable
- Input modalities
- Unavailable
- Output modalities
- Unavailable
- Release date
- 2026-08-14
- Self hosting
- Not verified
Auditable evidence
Benchmark ledger
Display values, source ranks, and provenance remain visible without implying unsupported aggregate weight.
agentic
| Score | Rank | Weight | Last Updated | Source |
|---|---|---|---|---|
| 61.10 | #21 | Not published | Aug 29, 2026 | BenchLM |
coding
| Score | Rank | Weight | Last Updated | Source |
|---|---|---|---|---|
| 61.50 | #34 | Not published | Aug 29, 2026 | BenchLM |
instructionFollowing
| Score | Rank | Weight | Last Updated | Source |
|---|---|---|---|---|
| 92.20 | #6 | Not published | Aug 29, 2026 | BenchLM |
knowledge
| Score | Rank | Weight | Last Updated | Source |
|---|---|---|---|---|
| 76.20 | Not ranked | Not published | Aug 29, 2026 | BenchLM |
multimodalGrounded
| Score | Rank | Weight | Last Updated | Source |
|---|---|---|---|---|
| 63.60 | Not ranked | Not published | Aug 29, 2026 | BenchLM |
reasoning
| Score | Rank | Weight | Last Updated | Source |
|---|---|---|---|---|
| 76.00 | Not ranked | Not published | Aug 29, 2026 | BenchLM |
overall
| Score | Rank | Weight | Last Updated | Source |
|---|---|---|---|---|
| 68.66 | #22 | Not published | Aug 29, 2026 | BenchLM |
Related evidence