Terminal-Bench 2.1terminalPython
Host an installable vectorops package
Create vectorops 0.1.0 with a dot-product API and host it on a local simple-package index reachable by pip on port 8080.
pypi-server
Normalized profile
What this task asks for
Create vectorops 0.1.0 with a dot-product API and host it on a local simple-package index reachable by pip on port 8080. Export dotproduct from vectorops/__init__.py. Build version 0.1.0. Serve a pip-compatible /simple index. Support installation with the specified --index-url command.
Intent
- feature implementation
- systems setup
- test and validation
Work surfaces
- Python package
- package index
- HTTP server
Technology
- Python packaging
- PyPI
- pip
- HTTP
Expected artifacts
- vectorops 0.1.0 package
- local PyPI service on port 8080
What makes it difficult
- strict behavioral compatibility or exact-output validation
- environment provisioning and end-to-end integration
- changes span multiple components or interfaces
Published evidence
Model × harness outcomes
Counts are tied to these exact configurations. Harnesses are not treated as equivalent across benchmarks.
- Models
- 13
- Configurations
- 20
- Trials
- 100
Showing 20 of 20 configurations
| Model | Harness | Effort | Result | Passes |
|---|---|---|---|---|
| claude-fable-5anthropic · 2026-06-07 | claude-code2.1.167 | xhigh | All passed | 5/5 |
| claude-fable-5anthropic · 2026-06-05 | terminus-22.0.0 | high | All passed | 5/5 |
| claude-opus-4-7anthropic · 2026-05-01 | claude-code2.1.123 | max | All passed | 5/5 |
| claude-opus-4-7anthropic · 2026-05-01 | terminus-22.0.0 | max | All passed | 5/5 |
| claude-opus-4-8anthropic · 2026-07-09 | claude-code2.1.205 | high | All passed | 5/5 |
| claude-sonnet-5anthropic · 2026-07-09 | claude-code2.1.205 | high | Mixed | 4/5 |
| gemini-3-pro-previewgemini · 2026-05-01 | gemini-cli0.40.0 | high | No passes | 0/5 |
| gemini-3-pro-previewgemini · 2026-05-01 | terminus-22.0.0 | high | All passed | 5/5 |
| gemini-3.1-pro-previewgemini · 2026-05-05 | gemini-cli0.40.0 | high | No passes | 0/5 |
| gemini-3.1-pro-previewgemini · 2026-05-05 | terminus-22.0.0 | high | All passed | 5/5 |
| glm-5.1zai · 2026-05-01 | claude-code2.1.123 | max | All passed | 5/5 |
| gpt-5.5openai · 2026-05-01 | codex0.125.0 | xhigh | Mixed | 3/5 |
| gpt-5.5openai · 2026-05-01 | terminus-22.0.0 | xhigh | All passed | 5/5 |
| gpt-5.6-lunaopenai · 2026-07-10 | codex0.144.0 | max | No passes | 0/5 |
| gpt-5.6-lunaopenai · 2026-07-11 | codex0.144.1 | max | No passes | 0/5 |
| gpt-5.6-solopenai · 2026-07-10 | codex0.144.0 | max | No passes | 0/5 |
| gpt-5.6-terraopenai · 2026-07-10 | codex0.144.0 | max | Mixed | 1/5 |
| gpt-5.6-terraopenai · 2026-07-11 | codex0.144.1 | max | No passes | 0/5 |
| grok-4.5cursor · 2026-07-09 | cursor-cli2026.07.08-0c04a8a | default | No passes5 errors | 0/5 |
| muse-spark-1.1openai · 2026-07-09 | mini-swe-agent2.4.5 | xhigh | All passed | 5/5 |