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

{
The left requires deeper provider-specific translation/debugging across multimodal and tool-message paths, with greater compatibility and regression risk. The right is a more localized exception-handling and fallback adjustment with a narrower test surface.
}
https://github.com/berriai/litellm/issues/35236 3:1 https://github.com/berriai/litellm/issues/34243

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

{
The left task requires coordinated dependency, telemetry, compatibility, and test changes across multiple integration paths; the right is a localized chart-template adjustment with limited scope.
}
https://github.com/berriai/litellm/issues/33383 5:1 https://github.com/berriai/litellm/issues/20571

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

{
The harder item requires coordinated cross-cutting frontend error handling, authentication-state recovery, routing, and regression testing across multiple request paths. The easier item is a localized UI-generation change with a smaller surface area and simpler verification.
}
https://github.com/berriai/litellm/issues/31095 3:1 https://github.com/berriai/litellm/issues/30468

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

{
The UI performance issue is harder because it requires broad profiling and regression diagnosis across frontend rendering, API behavior, database access, and deployment environments, whereas the mapper issue is a more localized attribute-mapping change with clearer existing integration behavior.
}
https://github.com/berriai/litellm/issues/23005 4:1 https://github.com/berriai/litellm/issues/35192

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

{
vLLM realtime support requires new cross-layer protocol translation, streaming/audio behavior, provider integration, and compatibility testing, whereas the MCP defect is comparatively localized to startup state restoration and registry initialization.
}
https://github.com/berriai/litellm/issues/23102 4:1 https://github.com/berriai/litellm/issues/32575

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

{
The left requires coordinated changes across schema handling, router registration, cost computation, persistence, and regression coverage, with compatibility risks in pricing behavior. The right requires little or no product engineering work.
}
https://github.com/berriai/litellm/issues/34378 8:1 https://github.com/berriai/litellm/issues/29295

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

{
The left issue spans several MCP subsystems and likely requires coordinated changes across registry resolution, persisted configuration fallback, UI/API behavior, and diagnostics, with broader compatibility testing. The right issue appears more localized to one request-routing or callback-invocation path, with a narrower fix and focused regression coverage.
}
https://github.com/berriai/litellm/issues/23348 4:1 https://github.com/berriai/litellm/issues/27518

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

{
Issue 30448 requires substantial new architecture, algorithm design, configuration surfaces, runtime integration, persistence of optimization state, cost/latency evaluation, and broad testing. Issue 28642 is comparatively localized to tracing a persisted field through the API response and correcting its mapping or serialization, with focused regression coverage.
}
https://github.com/berriai/litellm/issues/30448 6:1 https://github.com/berriai/litellm/issues/28642

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

{
29966 spans container build pipelines, release publication, Helm defaults, multi-architecture validation, and version synchronization, creating broad CI/release risk. 35430 is primarily a localized proxy routing and request-preparation correction with targeted regression tests, so it has a smaller implementation surface.
}
https://github.com/berriai/litellm/issues/29966 3:1 https://github.com/berriai/litellm/issues/35430

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

{
The right-hand task is harder because it spans database-query design, memory behavior, pagination or bounded reconstruction semantics, compatibility, and load/regression testing; the left-hand task is narrower, centered on atomic distributed admission and reservation logic.
}
https://github.com/berriai/litellm/issues/33666 5:3 https://github.com/berriai/litellm/issues/34732