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

{
The right-side work spans specification ingestion, response/schema validation, provider normalization, and broad regression-test infrastructure, creating substantial cross-cutting scope and compatibility risk. The left-side work is comparatively localized to runtime dependency and event-loop compatibility handling.
}
https://github.com/berriai/litellm/issues/21347 8:1 https://github.com/berriai/litellm/issues/20933

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

{
28577 requires coordinated protocol translation, async task lifecycle handling, streaming behavior, structured-content preservation, and broad compatibility testing across integrations; 33159 is comparatively localized permission/UI read-access work with limited regression scope.
}
https://github.com/berriai/litellm/issues/28577 6:1 https://github.com/berriai/litellm/issues/33159

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

{
The left entails diagnosing provider-specific streaming boundaries, incremental serialization, and intermittent large-payload behavior across SDK-compatible proxy paths, with substantial regression-testing risk. The right is comparatively localized accounting and entitlement-state logic with a narrower authentication/UI scope.
}
https://github.com/berriai/litellm/issues/30471 5:2 https://github.com/berriai/litellm/issues/31734

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

{
34932 requires tracing and correcting behavior across model registration, parameter transformation, and provider-specific capability resolution, with significant compatibility and regression-testing risk. 34076 is a more localized proxy authentication extension with a narrower integration surface.
}
https://github.com/berriai/litellm/issues/34932 4:1 https://github.com/berriai/litellm/issues/34076

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

{
#32941 is harder because its scope and affected components are unspecified, creating greater discovery and implementation risk; #29916 is a narrowly bounded backend/frontend sorting change.
}
https://github.com/berriai/litellm/issues/32941 3:1 https://github.com/berriai/litellm/issues/29916

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

{
#13245 is harder because it involves cancellation-safe asynchronous request handling, reliable post-request accounting, and provider-specific lifecycle testing; #31481 is comparatively localized to cost metadata resolution and regression tests.
}
https://github.com/berriai/litellm/issues/13245 4:1 https://github.com/berriai/litellm/issues/31481

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

{
33955 is harder because it requires redesigning batch-output processing for bounded memory, safe concurrency, and regression-resistant cost tracking across workers, whereas 35133 is primarily localized defensive error handling and status propagation.
}
https://github.com/berriai/litellm/issues/33955 4:1 https://github.com/berriai/litellm/issues/35133

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

{
The dashboard issue likely requires tracing state and data flow across frontend, session handling, and request-log APIs, with broader integration and regression risk. The routing issue is comparatively localized to boundary logic in a small number of strategy implementations with focused tests.
}
https://github.com/berriai/litellm/issues/28165 3:1 https://github.com/berriai/litellm/issues/33032

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

{
The cost-calculation issue is harder because it involves provider-dispatch precedence, custom-pricing semantics, and regression coverage across shared billing paths, while the authentication issue is comparatively localized to endpoint registration and its tests.
}
https://github.com/berriai/litellm/issues/25204 3:1 https://github.com/berriai/litellm/issues/35534

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

{
The left issue is harder because it spans cross-provider state handling, identifier normalization, and compatibility across multiple Responses request paths, requiring broader regression coverage. The right issue is more localized to a transformation rule for mixed content and corresponding tool-call metadata.
}
https://github.com/berriai/litellm/issues/27333 3:2 https://github.com/berriai/litellm/issues/28978