Ring 1T vs Ring 2.6 1T
| Benchmark | Ring 1T | Ring 2.6 1T |
|---|---|---|
| Humanity's Last Exam | 11.1 | 21.6 |
| Terminal-Bench 4.0 | — | 0.5 |
| AutomationBench-AA | — | 0.7 |
Specs
| Spec | Ring 1T | Ring 2.6 1T |
|---|---|---|
| Input, per 1M | !$0.57 | !$0.13 |
| Output, per 1M | !$2.29 | !$1.10 |
| Cost per task? | — | $0.29 |
| Speed, tok/s | — | 122 |
| Context | 64K | 128K |
| Weights | Open | Open |
| Released | Oct 2025 | May 2026 |
| Memory (4-bit) | 600 GB | 615 GB |
| Licence | MIT | MIT |
| Commercial use | Allowed | Allowed |
| See images | — | — |
| Read PDFs | — | — |
| Hear audio | — | — |
| Watch video | — | — |
| Call tools | ✓ | ✓ |
| Force a tool call | ? | ? |
| Return strict JSON | Partial | Partial |
| Search the web | ? | ? |
| Run code | ? | ? |
| Use a computer | ? | ? |
What breaks when you switch
Ring 1T → Ring 2.6 1T
Memory (4-bit): 600 GB → 615 GB
Ring 2.6 1T → Ring 1T