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

{
The right issue is harder because it spans streaming response assembly, asynchronous logging, usage normalization, billing persistence, and regression coverage across multiple API paths. The left is primarily a dashboard capability addition with narrower UI and configuration changes.
}
https://github.com/berriai/litellm/issues/29913 4:1 https://github.com/berriai/litellm/issues/31097

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

{
Issue 31864 is harder because it requires designing and safely propagating request context across asynchronous execution boundaries, integrating it with shared logging infrastructure, and validating behavior under concurrency without breaking existing log formats. Issue 14667 is comparatively localized to configuration parsing and header-to-user mapping behavior.
}
https://github.com/berriai/litellm/issues/31864 4:1 https://github.com/berriai/litellm/issues/14667

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

{
Issue 30729 spans multiple moderation integrations, shared message-processing logic, compatibility semantics, and broader regression coverage; issue 34659 appears confined to a dashboard authentication-flow mismatch with a narrower fix surface.
}
https://github.com/berriai/litellm/issues/30729 4:1 https://github.com/berriai/litellm/issues/34659

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

{
31902 requires tracing and correcting a cross-provider proxy/tool-call interception path, with compatibility handling and regression coverage; 26774 is comparatively localized to dashboard budget-update behavior and its API interaction.
}
https://github.com/berriai/litellm/issues/31902 5:1 https://github.com/berriai/litellm/issues/26774

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

{
The left issue requires coordinated request-schema and multimodal serialization changes in a provider-specific transformation, with compatibility handling and regression coverage for both silent correctness and API rejection paths. The right issue is primarily a dependency constraint update with packaging validation, so the left issue carries substantially greater implementation and testing risk.
}
https://github.com/berriai/litellm/issues/34165 4:1 https://github.com/berriai/litellm/issues/11484

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

{
The security fix is harder because it affects privileged authentication control flow, distributed cache invalidation consistency, multi-worker behavior, and requires careful regression and security testing. The MCP change is comparatively localized to authenticated OpenAPI spec retrieval and its call sites.
}
https://github.com/berriai/litellm/issues/35535 4:1 https://github.com/berriai/litellm/issues/30560

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

{
The right issue is harder because it requires coordinating rate-limit hook behavior with router fallback control flow, preserving priority and failure semantics across providers, and adding broader integration coverage. The left issue is comparatively localized to an Azure-specific request translation guard with focused regression tests.
}
https://github.com/berriai/litellm/issues/23749 3:1 https://github.com/berriai/litellm/issues/31187

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

{
The left requires cross-cutting design across routing state, provider error normalization, public contract/schema, compatibility, and broad test coverage, while the right is a localized logging-behavior adjustment with comparatively limited regression risk.
}
https://github.com/berriai/litellm/issues/33371 6:1 https://github.com/berriai/litellm/issues/26424

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

{
24498 is harder because it lacks a reliable reproduction and likely requires tracing provider-specific message normalization across multiple request and response paths. 33941 appears localized to budget creation logic with a clear expected behavior and focused tests.
}
https://github.com/berriai/litellm/issues/24498 3:1 https://github.com/berriai/litellm/issues/33941

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

{
The left issue is harder because it spans database serialization, backward-compatible normalization, configuration update behavior, proxy reload integration, and regression testing. The right issue is comparatively localized to terminal-state handling in a background poller with focused edge-case tests.
}
https://github.com/berriai/litellm/issues/31836 3:1 https://github.com/berriai/litellm/issues/35354