Reflection
Beam 1.0 501B A23B
Tool callingStructured outputReasoning
- Context
- 1.0M
- Listed
- Today
- Parameters
- 501B
- Input / 1M tokens
- $0.25
- Output / 1M tokens
- $1.00
Sources:OpenRouter
Benchmarks
DeepSWE is the primary coding benchmark where an exact model evaluation exists. Other sourced evaluations appear below; missing scores are not zero.
Not evaluated in DeepSWE 1.1 as of 2026-09-22. Results are only shown for exact model versions in the official dataset. Official leaderboard.
No benchmark results have been matched to this model yet.
Specifications
- Developer
- Reflection
- Model family
- —
- Type
- Language model
- Predecessor
- —
- Successor
- —
- Listed on OpenRouter
- October 16, 2026
- Model ID
reflection/beam-1.0-501b-a23b- Openness
- Open weights
- License
- —
- Parameters
- 501B
- Input modalities
- text
- Output modalities
- text
- Modality
- text->text
- Tokenizer
- Other
- Max output tokens
- 131K
- Knowledge cutoff
- 2026-06-30
- Hugging Face
- reflection/Beam-1.0-501B-A23B
- Source freshness
- Endpoints synced Oct 16, 2026, 4:18 PM UTC
Infrastructure
Provider availability
| Provider | Endpoint | Context | Input /M tokens | Output /M tokens | Cached input /M tokens | Cache write /M tokens | Uptime 1d | Data handling |
|---|---|---|---|---|---|---|---|---|
| nebius/fp8 | 1.0M | $0.25 | $1.00 | — | — | 100.00% | ZDR: YesTraining: Unknown Prompt logging: Unknown Retention: Unknown Checked 2026-10-16 |
Provider data:OpenRouter
Deployment graph
Can I run this?
Vertical Tabs only shows compatibility when it has structured evidence tying this exact model to hardware, runtime, quantization, memory use, and observed performance.