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

{
The left issue is harder because it involves tracing asynchronous streaming completion and usage normalization through shared logging and billing paths, with regression risk across multiple response formats. The right issue is comparatively localized to provider authentication configuration and targeted coverage.
}
https://github.com/berriai/litellm/issues/32487 4:1 https://github.com/berriai/litellm/issues/31475

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

{
The left issue is harder because it involves diagnosing stateful streaming behavior across proxy boundaries, correlating multi-step tool interactions, and preserving protocol semantics across requests. The right issue appears more localized to request construction and provider-specific validation, with a narrower implementation and testing surface.
}
https://github.com/berriai/litellm/issues/30603 3:1 https://github.com/berriai/litellm/issues/27093

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

{
The Azure IaC work is broader and carries higher integration, provider, security, documentation, testing, and maintenance risk. The ElevenLabs change is comparatively localized to request translation and provider-specific validation.
}
https://github.com/berriai/litellm/issues/31843 3:1 https://github.com/berriai/litellm/issues/28636

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

{
Redis connection setup requires careful compatibility handling across configuration forms and transport behavior, while the Ollama fix is a localized precedence correction repeated in three call paths with straightforward regression coverage.
}
https://github.com/berriai/litellm/issues/16587 3:1 https://github.com/berriai/litellm/issues/26170

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

{
The left issue is harder because it has an unclear root cause and may require profiling, timeout-policy changes, and validation across large-document processing paths. The right issue is a bounded protocol-state change with a clearer implementation surface and focused tests.
}
https://github.com/berriai/litellm/issues/31061 3:1 https://github.com/berriai/litellm/issues/25128

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

{
The left task requires extending proxy/provider functionality, handling image-input request semantics, compatibility, and integration testing. The right task is a narrowly scoped documentation correction with minimal engineering risk.
}
https://github.com/berriai/litellm/issues/31320 8:1 https://github.com/berriai/litellm/issues/26235

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

{
OAuth2-aware MCP health checking requires integrating credential acquisition into an existing execution path, handling async/error/security behavior, and adding coverage across authentication configurations. The Bedrock issue is comparatively narrow metadata/configuration alignment with focused regression testing.
}
https://github.com/berriai/litellm/issues/24709 4:1 https://github.com/berriai/litellm/issues/33193

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

{
Issue 33431 is substantially harder because it spans identifier lifecycle design, permission-data migration or backward compatibility, authorization behavior, and dashboard consistency, with significant regression risk. Issue 27186 is comparatively localized to extending one streaming transformation path and adding focused coverage.
}
https://github.com/berriai/litellm/issues/33431 5:1 https://github.com/berriai/litellm/issues/27186

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

{
The left requires coordinated dashboard data interpretation, conditional presentation, and regression coverage across token/cost paths; the right is a localized backend classification fix with focused tests.
}
https://github.com/berriai/litellm/issues/32045 3:1 https://github.com/berriai/litellm/issues/28163

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

{
The right issue is harder because it changes authorization semantics, configuration behavior, and visibility rules across management endpoints, requiring careful backward-compatibility handling and security-focused tests. The left issue is more localized to provider registration, validation, and callback integration troubleshooting.
}
https://github.com/berriai/litellm/issues/28870 3:1 https://github.com/berriai/litellm/issues/26770