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

{
Issue 35357 carries greater engineering risk because it affects asynchronous reconciliation, failure isolation, persistent state, billing correctness, and regression coverage across multiple jobs. Issue 26702 is more likely a localized provider-configuration and validation-path fix with narrower testing scope.
}
https://github.com/berriai/litellm/issues/35357 3:1 https://github.com/berriai/litellm/issues/26702

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

{
#24965 is harder because it requires correcting request isolation and sensitive-data handling in shared router state, redesigning what gets persisted in retry/spend-log metadata, and adding concurrency, regression, and compatibility coverage. #12118 is comparatively localized to callback configuration precedence and merge behavior across UI and config sources.
}
https://github.com/berriai/litellm/issues/24965 4:1 https://github.com/berriai/litellm/issues/12118

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

{
The left issue spans provider-specific request translation, asynchronous or conditional cost calculation, and propagation through response metadata, callbacks, storage, and UI, making diagnosis and end-to-end validation broader. The right issue is comparatively localized to callback metadata modeling and credential isolation, with focused code changes and tests.
}
https://github.com/berriai/litellm/issues/30725 3:1 https://github.com/berriai/litellm/issues/30825

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

{
#33722 requires cross-layer persistence and API changes, data cleanup or migration, backward-compatibility handling, and performance/regression testing; #10177 is primarily a scoped frontend theming task.
}
https://github.com/berriai/litellm/issues/33722 8:1 https://github.com/berriai/litellm/issues/10177

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

{
The right issue is harder because it spans configuration, timezone-aware aggregation and filtering, export formatting, and coordinated Admin UI behavior across multiple layers. The left issue is comparatively localized to response normalization and regression coverage in embedding handlers.
}
https://github.com/berriai/litellm/issues/31831 5:1 https://github.com/berriai/litellm/issues/30004

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

{
The right issue is harder because it spans multiple proxy endpoints, persistence-backed model/state representations, response schemas, and consistency between read and update paths. The left issue is more localized to request-time model resolution in a single UI flow, with a narrower integration surface and lower regression risk.
}
https://github.com/berriai/litellm/issues/28187 3:2 https://github.com/berriai/litellm/issues/27046

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

{
The right-hand task is substantially harder because it involves a breaking third-party SDK migration, dependency changes, API and lifecycle compatibility work, and broad regression testing. The left-hand task is a localized shutdown null-safety fix with limited scope.
}
https://github.com/berriai/litellm/issues/24123 8:1 https://github.com/berriai/litellm/issues/31206

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

{
29756 has broader cross-path normalization work and requires careful compatibility testing across tracing representations; 24516 is comparatively localized defensive handling with limited regression surface.
}
https://github.com/berriai/litellm/issues/29756 3:1 https://github.com/berriai/litellm/issues/24516

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

{
30534 requires tracing a regression across cache serialization, TTL handling, asynchronous Redis writes, and circuit-breaker behavior, with compatibility and deployment-specific testing risk. 26233 appears comparatively localized to configuration initialization and can be covered with focused proxy and multi-instance tests.
}
https://github.com/berriai/litellm/issues/30534 3:1 https://github.com/berriai/litellm/issues/26233

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

{
Issue 34555 is harder because it requires coordinating invitation-link construction, token/onboarding flow compatibility, configuration handling, and regression coverage across the legacy email path. Issue 28642 is comparatively localized to API response mapping or serialization for a single persisted field.
}
https://github.com/berriai/litellm/issues/34555 2:1 https://github.com/berriai/litellm/issues/28642