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

{
#33401 has greater implementation risk: it crosses provider-specific request translation, model capability detection, backward compatibility, and regression-test coverage. #25866 is more localized to proxy authorization and resource-assignment validation.
}
https://github.com/berriai/litellm/issues/33401 3:1 https://github.com/berriai/litellm/issues/25866

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

{
28187 is harder because it requires tracing persistence, ORM/model mapping, endpoint serialization, and regression coverage across multiple team-management paths. 25954 is comparatively narrow provider-model registration and validation work.
}
https://github.com/berriai/litellm/issues/28187 4:1 https://github.com/berriai/litellm/issues/25954

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

{
The right-side change is harder because it crosses authentication, token lifecycle, activity tracking, client behavior, persistence, configuration, and security-sensitive expiry semantics. The left-side change is narrower SDK plumbing confined to an async request path, though it still requires compatibility and lifecycle testing.
}
https://github.com/berriai/litellm/issues/28237 3:2 https://github.com/berriai/litellm/issues/27213

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

{
The guardrail defect is harder because it requires safely reconciling verdict and redaction semantics, defining fail-open versus fail-closed behavior, and adding regression coverage for malformed or incomplete detector output. The Azure model addition is comparatively scoped to provider integration, capability metadata, and compatibility tests.
}
https://github.com/berriai/litellm/issues/30730 3:1 https://github.com/berriai/litellm/issues/32613

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

{
The right task is harder because it changes shared audio-request validation and parameter forwarding while preserving compatibility across existing TTS providers and proxy behavior. The left task is narrower, primarily involving provider/model mapping and handling a provider-specific response-type incompatibility.
}
https://github.com/berriai/litellm/issues/20078 3:2 https://github.com/berriai/litellm/issues/25668

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

{
The right issue is harder because it represents an open-ended integration effort with provider-specific implementation, API compatibility, authentication, configuration, documentation, and testing requirements. The left issue is a localized request-routing regression with a comparatively contained fix and targeted sync/async regression tests.
}
https://github.com/berriai/litellm/issues/18686 3:1 https://github.com/berriai/litellm/issues/34094

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

{
The right issue likely requires tracing session and conversation state across the chat UI, request logging, and backend data flow, creating broader integration and regression risk. The left issue appears more localized to frontend rendering or pagination behavior, with a narrower implementation surface.
}
https://github.com/berriai/litellm/issues/28165 3:2 https://github.com/berriai/litellm/issues/28935

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

{
Issue 34031 is harder because it requires coordinated changes across synchronous and asynchronous transport paths, bounded resource handling, masking, exception propagation, and regression coverage under failure conditions. Issue 35191 is comparatively localized to telemetry span lifecycle and metadata propagation.
}
https://github.com/berriai/litellm/issues/34031 5:2 https://github.com/berriai/litellm/issues/35191

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

{
The left requires cross-layer dashboard work, upload handling, request integration, and endpoint-specific validation; the right is comparatively localized to SDK exception definition, propagation, and tests.
}
https://github.com/berriai/litellm/issues/34461 3:1 https://github.com/berriai/litellm/issues/29146

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

{
Issue 34975 is harder because it involves authorization rules, key-update semantics, and regression-safe backend changes with permission coverage. Issue 29012 is comparatively localized to date-aware filtering in an existing UI helper.
}
https://github.com/berriai/litellm/issues/34975 4:1 https://github.com/berriai/litellm/issues/29012