Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The left task is harder because security remediation requires careful validation of every network path, preservation of asynchronous behavior, regression coverage against bypasses and TOCTOU cases, and cautious rollout. The right task is primarily a bounded dashboard presentation change, though it may require some data-flow and image-format handling.
}
https://github.com/berriai/litellm/issues/32889 3:2 https://github.com/berriai/litellm/issues/29877

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
Streaming fallback identity involves cross-cutting routing, response assembly, and streaming regression coverage, whereas the other fix is a more localized translation/schema-filtering change.
}
https://github.com/berriai/litellm/issues/31722 3:1 https://github.com/berriai/litellm/issues/32188

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
Updating a cross-cutting observability dependency across runtime, development, and CI environments carries broader compatibility and regression risk, while the UI change is comparatively localized and can reuse existing backend support and components.
}
https://github.com/berriai/litellm/issues/29407 3:2 https://github.com/berriai/litellm/issues/34295

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The right-side fix has broader security and consistency implications across deletion workflows, authentication caching, key namespaces, and distributed deployments, requiring more careful invalidation logic and regression coverage. The left-side fix is comparatively localized to propagation and testing of router state across one request path.
}
https://github.com/berriai/litellm/issues/34217 3:2 https://github.com/berriai/litellm/issues/31678

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The right issue is harder because it requires introducing and validating a new provider/model integration, including multimodal request handling, configuration, compatibility, and coverage across relevant code paths. The left issue is a localized type-handling fix with a narrowly scoped regression test.
}
https://github.com/berriai/litellm/issues/29570 4:1 https://github.com/berriai/litellm/issues/28126

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The left issue is a localized update-semantics fix with focused regression tests. The right requires security-sensitive authorization changes across request validation, persistence, secret resolution, compatibility behavior, and broader regression testing, creating substantially greater implementation risk.
}
https://github.com/berriai/litellm/issues/31052 5:1 https://github.com/berriai/litellm/issues/34379

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
31830 requires a cross-cutting proxy architecture change involving asynchronous execution, scheduling, persistence, observability, and compatibility risks, whereas 29274 is primarily a contained SDK model-registry consistency fix.
}
https://github.com/berriai/litellm/issues/31830 10:1 https://github.com/berriai/litellm/issues/29274

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
The left issue spans passthrough logging, response-shape detection, transformation safeguards, metric persistence, and regression coverage across multiple endpoint variants. The right issue is comparatively localized to preserving cancellation semantics in one async provider path and validating router behavior. The left therefore carries greater integration and compatibility risk.
}
https://github.com/berriai/litellm/issues/32280 3:1 https://github.com/berriai/litellm/issues/35329

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
Issue #26806 is harder because it requires tracing fallback model metadata through pricing and cache-billing logic, preserving several related cost variants, and adding backend regression coverage across custom-model scenarios. Issue #28585 is a more localized dashboard request/pagination correction with a clearer validation boundary.
}
https://github.com/berriai/litellm/issues/26806 3:2 https://github.com/berriai/litellm/issues/28585

Sorting LiteLLM GitHub issues by difficulty to implement. Higher = harder.

{
GitHub Copilot usage behavior likely requires provider-protocol investigation, request lifecycle changes, and broad regression coverage across conversational and tool-driven flows; the alias authorization issue is comparatively localized to request-resolution ordering and access-control integration.
}
https://github.com/berriai/litellm/issues/18155 3:1 https://github.com/berriai/litellm/issues/25281