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

{
Issue 28979 has greater engineering risk because it requires tracing distributed spend aggregation, timing, caching, and provider/tag-specific accounting to isolate an intermittent consistency defect. Issue 31095 is comparatively contained in the frontend authentication/error-handling layer, with a clearer global interception and navigation fix.
}
https://github.com/berriai/litellm/issues/28979 4:1 https://github.com/berriai/litellm/issues/31095

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

{
The right issue is substantially harder because it requires new payment/authentication flows, cryptographic signing and verification, retry semantics, provider integration, security review, and broader testing. The left issue is primarily a contained pricing-data correction with validation.
}
https://github.com/berriai/litellm/issues/31184 10:1 https://github.com/berriai/litellm/issues/31868

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

{
Cross-platform native packaging requires coordinated build matrices, ABI compatibility, installation behavior, CI coverage, and fallback handling, while the other issue is comparatively localized to configuration propagation and runtime behavior.
}
https://github.com/berriai/litellm/issues/31261 8:1 https://github.com/berriai/litellm/issues/30008

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

{
#23980 requires broader cross-layer changes across mapping, provider resolution, and vector-store integration, with higher regression risk; #33148 is comparatively localized to response/error normalization with focused tests.
}
https://github.com/berriai/litellm/issues/23980 3:1 https://github.com/berriai/litellm/issues/33148

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

{
RAGFlow requires end-to-end investigation across provider request construction, authentication/base-URL handling, response parsing, documentation assumptions, and regression coverage. The Xiaomi issue is comparatively localized to parameter filtering and compatibility tests across a few request paths.
}
https://github.com/berriai/litellm/issues/28773 3:1 https://github.com/berriai/litellm/issues/24549

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

{
The right-side work is harder because it crosses configuration precedence, cache initialization, distributed state, and regression testing, while the left-side work is comparatively localized to provider-specific validation and endpoint handling.
}
https://github.com/berriai/litellm/issues/26233 3:2 https://github.com/berriai/litellm/issues/35134

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

{
Model omitted braces; inferred difficulty from issue scope and surface area.
}
https://github.com/berriai/litellm/issues/30512 3:1 https://github.com/berriai/litellm/issues/24709

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

{
Issue 34232 is harder because it requires coordinated database-schema, migration, deduplication, and persistence-path changes with compatibility and backend risks. Issue 27134 is comparatively localized logic plus focused regression tests.
}
https://github.com/berriai/litellm/issues/34232 5:1 https://github.com/berriai/litellm/issues/27134

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

{
#31910 requires changes across streaming orchestration, tool-execution sequencing, protocol compatibility, and regression coverage; #27197 is a localized dashboard event-handler fix with comparatively low integration risk.
}
https://github.com/berriai/litellm/issues/31910 6:1 https://github.com/berriai/litellm/issues/27197

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

{
A new provider integration spans authentication, API wiring, response normalization, multiple execution paths, compatibility handling, and comprehensive tests; the other item is non-code administrative work with negligible implementation risk.
}
https://github.com/berriai/litellm/issues/31819 10:1 https://github.com/berriai/litellm/issues/29295