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| og:image:alt | Vendor-neutral, reproducible benchmarking of AI agents across coding, tool use, file operations, multi-step workflows, failure recovery, latency, cost and reliability. - webdevsamran/tooltrace-bench |
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| Integrations | https://github.com/marketplace |
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| ChangelogYour source for the latest features, improvements, and fixes across GitHub products, all in one place. | https://github.blog/changelog/ |
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| Customer Stories | https://github.com/customer-stories |
| Business insights | https://github.com/solutions/executive-insights |
| Trust Center | https://github.com/trust-center |
| GitHub Advanced SecurityEnterprise-grade code security | https://github.com/security/advanced-security |
| Copilot for businessEnterprise-grade AI features | https://github.com/features/copilot/copilot-business |
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| Community Forum | https://github.com/orgs/community/discussions |
| Customer Stories | https://github.com/customer-stories |
| Integrations | https://github.com/marketplace |
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| Training | https://learn.github.com/skills |
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| About | https://github.com/about |
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| Reload | https://github.com/webdevsamran/tooltrace-bench |
| Reload | https://github.com/webdevsamran/tooltrace-bench |
| Reload | https://github.com/webdevsamran/tooltrace-bench |
| webdevsamran | https://github.com/webdevsamran |
| tooltrace-bench | https://github.com/webdevsamran/tooltrace-bench |
| Code | https://github.com/webdevsamran/tooltrace-bench |
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| Insights | https://github.com/webdevsamran/tooltrace-bench/pulse |
| https://github.com/webdevsamran/tooltrace-bench |
| tooltrace-bench | https://github.com/webdevsamran/tooltrace-bench |
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| webdevsamran.github.io/tooltrace-bench/ | https://webdevsamran.github.io/tooltrace-bench/ |
| agent-evaluation | https://github.com/topics/agent-evaluation |
| ai-agents | https://github.com/topics/ai-agents |
| benchmark | https://github.com/topics/benchmark |
| evals | https://github.com/topics/evals |
| llm-evaluation | https://github.com/topics/llm-evaluation |
| observability | https://github.com/topics/observability |
| python | https://github.com/topics/python |
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| sandbox | https://github.com/topics/sandbox |
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| tracing | https://github.com/topics/tracing |
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| Apache-2.0 license | https://github.com/webdevsamran/tooltrace-bench#Apache-2.0-1-ov-file |
| Code of conduct | https://github.com/webdevsamran/tooltrace-bench#coc-ov-file |
| Contributing | https://github.com/webdevsamran/tooltrace-bench#contributing-ov-file |
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| configs | https://github.com/webdevsamran/tooltrace-bench/tree/main/configs |
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| data | https://github.com/webdevsamran/tooltrace-bench/tree/main/data |
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| docs | https://github.com/webdevsamran/tooltrace-bench/tree/main/docs |
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| examples | https://github.com/webdevsamran/tooltrace-bench/tree/main/examples |
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| extensions/vscode | https://github.com/webdevsamran/tooltrace-bench/tree/main/extensions/vscode |
| results | https://github.com/webdevsamran/tooltrace-bench/tree/main/results |
| results | https://github.com/webdevsamran/tooltrace-bench/tree/main/results |
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| schemas | https://github.com/webdevsamran/tooltrace-bench/tree/main/schemas |
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| scripts | https://github.com/webdevsamran/tooltrace-bench/tree/main/scripts |
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| AGENTS.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/AGENTS.md |
| AGENTS.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/AGENTS.md |
| ARCHITECTURE.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/ARCHITECTURE.md |
| ARCHITECTURE.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/ARCHITECTURE.md |
| AUTHORS | https://github.com/webdevsamran/tooltrace-bench/blob/main/AUTHORS |
| AUTHORS | https://github.com/webdevsamran/tooltrace-bench/blob/main/AUTHORS |
| CHANGELOG.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/CHANGELOG.md |
| CHANGELOG.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/CHANGELOG.md |
| CITATION.cff | https://github.com/webdevsamran/tooltrace-bench/blob/main/CITATION.cff |
| CITATION.cff | https://github.com/webdevsamran/tooltrace-bench/blob/main/CITATION.cff |
| CODE_OF_CONDUCT.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/CODE_OF_CONDUCT.md |
| CODE_OF_CONDUCT.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/CODE_OF_CONDUCT.md |
| CONTRIBUTING.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/CONTRIBUTING.md |
| CONTRIBUTING.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/CONTRIBUTING.md |
| Dockerfile | https://github.com/webdevsamran/tooltrace-bench/blob/main/Dockerfile |
| Dockerfile | https://github.com/webdevsamran/tooltrace-bench/blob/main/Dockerfile |
| LICENSE | https://github.com/webdevsamran/tooltrace-bench/blob/main/LICENSE |
| LICENSE | https://github.com/webdevsamran/tooltrace-bench/blob/main/LICENSE |
| MAINTAINERS | https://github.com/webdevsamran/tooltrace-bench/blob/main/MAINTAINERS |
| MAINTAINERS | https://github.com/webdevsamran/tooltrace-bench/blob/main/MAINTAINERS |
| NOTICE | https://github.com/webdevsamran/tooltrace-bench/blob/main/NOTICE |
| NOTICE | https://github.com/webdevsamran/tooltrace-bench/blob/main/NOTICE |
| README.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/README.md |
| README.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/README.md |
| ROADMAP.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/ROADMAP.md |
| ROADMAP.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/ROADMAP.md |
| SECURITY.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/SECURITY.md |
| SECURITY.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/SECURITY.md |
| SPONSORS.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/SPONSORS.md |
| SPONSORS.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/SPONSORS.md |
| action.yml | https://github.com/webdevsamran/tooltrace-bench/blob/main/action.yml |
| action.yml | https://github.com/webdevsamran/tooltrace-bench/blob/main/action.yml |
| pyproject.toml | https://github.com/webdevsamran/tooltrace-bench/blob/main/pyproject.toml |
| pyproject.toml | https://github.com/webdevsamran/tooltrace-bench/blob/main/pyproject.toml |
| sbom.json | https://github.com/webdevsamran/tooltrace-bench/blob/main/sbom.json |
| sbom.json | https://github.com/webdevsamran/tooltrace-bench/blob/main/sbom.json |
| README | https://github.com/webdevsamran/tooltrace-bench |
| Code of conduct | https://github.com/webdevsamran/tooltrace-bench |
| Contributing | https://github.com/webdevsamran/tooltrace-bench |
| Apache-2.0 license | https://github.com/webdevsamran/tooltrace-bench |
| Security | https://github.com/webdevsamran/tooltrace-bench |
| https://github.com/webdevsamran/tooltrace-bench#tooltrace-bench |
| https://github.com/webdevsamran/tooltrace-bench/actions/workflows/ci.yml |
| https://github.com/webdevsamran/tooltrace-bench/actions/workflows/codeql.yml |
| https://github.com/webdevsamran/tooltrace-bench/releases |
| https://github.com/webdevsamran/tooltrace-bench/blob/main/LICENSE |
| https://github.com/webdevsamran/tooltrace-bench/blob/main/pyproject.toml |
| https://github.com/webdevsamran/tooltrace-bench/blob/main/pyproject.toml |
| @webdevsamran | https://github.com/webdevsamran |
| https://github.com/webdevsamran/tooltrace-bench#the-problem |
| https://github.com/webdevsamran/tooltrace-bench#who-this-is-for |
| https://github.com/webdevsamran/tooltrace-bench#point-it-at-your-own-agent |
| https://github.com/webdevsamran/tooltrace-bench#60-second-quickstart |
| https://github.com/webdevsamran/tooltrace-bench#or-run-it-in-a-container |
| https://github.com/webdevsamran/tooltrace-bench#a-sample-run |
| ARCHITECTURE.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/ARCHITECTURE.md |
| docs/threat-model.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/threat-model.md |
| https://github.com/webdevsamran/tooltrace-bench#task-types-shipped |
| https://github.com/webdevsamran/tooltrace-bench#local-models |
| https://github.com/webdevsamran/tooltrace-bench#adapter-model |
| examples/streaming_agent.py | https://github.com/webdevsamran/tooltrace-bench/blob/main/examples/streaming_agent.py |
| https://github.com/webdevsamran/tooltrace-bench#pytest-integration--trace-ingestion |
| docs/cli-reference.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/cli-reference.md |
| https://github.com/webdevsamran/tooltrace-bench#editor-integration |
| extensions/vscode/ | https://github.com/webdevsamran/tooltrace-bench/blob/main/extensions/vscode |
| https://github.com/webdevsamran/tooltrace-bench#frontend |
| web/ | https://github.com/webdevsamran/tooltrace-bench/blob/main/web |
| https://github.com/webdevsamran/tooltrace-bench#supported-platforms |
| #12 | https://github.com/webdevsamran/tooltrace-bench/issues/12 |
| https://github.com/webdevsamran/tooltrace-bench#documentation |
| docs/ | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/index.md |
| getting started | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/getting-started.md |
| Use cases | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/use-cases.md |
| why ToolTrace Bench | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/why-tooltrace-bench.md |
| CLI reference | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/cli-reference.md |
| architecture pipeline | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/architecture-pipeline.md |
| self-hosting & teams | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/self-hosting.md |
| security threat model | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/threat-model.md |
| competitive analysis | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/competitive-analysis.md |
| troubleshooting/FAQ | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/troubleshooting-faq.md |
| https://github.com/webdevsamran/tooltrace-bench#contributing |
| CONTRIBUTING.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/CONTRIBUTING.md |
| https://github.com/webdevsamran/tooltrace-bench#related-projects |
| @webdevsamran | https://github.com/webdevsamran |
| api-verity-lab | https://github.com/webdevsamran/api-verity-lab |
| devrepro-doctor | https://github.com/webdevsamran/devrepro-doctor |
| local-ai-hardware-bench | https://github.com/webdevsamran/local-ai-hardware-bench |
| https://github.com/webdevsamran/tooltrace-bench#how-this-compares |
| docs/competitive-analysis.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/competitive-analysis.md |
| data/competitor-meta.json | https://github.com/webdevsamran/tooltrace-bench/blob/main/data/competitor-meta.json |
| https://github.com/webdevsamran/tooltrace-bench#frequently-asked-questions |
| docs/production-traces.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/production-traces.md |
| docs/feature-status.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/docs/feature-status.md |
| https://github.com/webdevsamran/tooltrace-bench#sponsor-this-project |
| Sponsor @webdevsamran on GitHub | https://github.com/sponsors/webdevsamran |
| CONTRIBUTING.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/CONTRIBUTING.md |
| SPONSORS.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/SPONSORS.md |
| https://github.com/webdevsamran/tooltrace-bench#credits |
| Model Context Protocol | https://modelcontextprotocol.io |
| OpenTelemetry GenAI semantic conventions | https://opentelemetry.io/docs/specs/semconv/gen-ai/ |
| OWASP Top 10 for Agentic Applications | https://owasp.org/ |
| NIST AI Risk Management Framework | https://www.nist.gov/itl/ai-risk-management-framework |
| BFCL / Gorilla | https://github.com/ShishirPatil/gorilla |
| SWE-bench | https://github.com/princeton-nlp/SWE-bench |
| AUTHORS | https://github.com/webdevsamran/tooltrace-bench/blob/main/AUTHORS |
| MAINTAINERS | https://github.com/webdevsamran/tooltrace-bench/blob/main/MAINTAINERS |
| CONTRIBUTING.md | https://github.com/webdevsamran/tooltrace-bench/blob/main/CONTRIBUTING.md |
| https://github.com/webdevsamran/tooltrace-bench#citation |
| CITATION.cff | https://github.com/webdevsamran/tooltrace-bench/blob/main/CITATION.cff |
| https://github.com/webdevsamran/tooltrace-bench#attribution |
| AUTHORS | https://github.com/webdevsamran/tooltrace-bench/blob/main/AUTHORS |
| MAINTAINERS | https://github.com/webdevsamran/tooltrace-bench/blob/main/MAINTAINERS |
| webdevsamran.github.io/tooltrace-bench/ | https://webdevsamran.github.io/tooltrace-bench/ |
| agent-evaluation | https://github.com/topics/agent-evaluation |
| ai-agents | https://github.com/topics/ai-agents |
| benchmark | https://github.com/topics/benchmark |
| evals | https://github.com/topics/evals |
| llm-evaluation | https://github.com/topics/llm-evaluation |
| observability | https://github.com/topics/observability |
| python | https://github.com/topics/python |
| reproducibility | https://github.com/topics/reproducibility |
| sandbox | https://github.com/topics/sandbox |
| tool-use | https://github.com/topics/tool-use |
| tracing | https://github.com/topics/tracing |
| Readme | https://github.com/webdevsamran/tooltrace-bench#readme-ov-file |
| Apache-2.0 license | https://github.com/webdevsamran/tooltrace-bench#Apache-2.0-1-ov-file |
| Code of conduct | https://github.com/webdevsamran/tooltrace-bench#coc-ov-file |
| Contributing | https://github.com/webdevsamran/tooltrace-bench#contributing-ov-file |
| Security policy | https://github.com/webdevsamran/tooltrace-bench#security-ov-file |
| Activity | https://github.com/webdevsamran/tooltrace-bench/activity |
| 0 forks | https://github.com/webdevsamran/tooltrace-bench/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2Fwebdevsamran%2Ftooltrace-bench&report=webdevsamran+%28user%29 |
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