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

{
The right issue is harder because it requires debugging provider-specific request translation, validating AWS API semantics, preserving existing caching behavior, and adding regression coverage. The left issue is primarily a convention and metadata/configuration decision with comparatively limited implementation scope.
}
https://github.com/berriai/litellm/issues/34248 4:1 https://github.com/berriai/litellm/issues/29961

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

{
Issue 32799 is harder due to broader cross-layer lifecycle, persistence, initialization-order, and regression-testing risks, while issue 33166 appears localized to a small aggregation guard with focused tests.
}
https://github.com/berriai/litellm/issues/32799 4:1 https://github.com/berriai/litellm/issues/33166

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

{
Supporting an additional multimodal content variant in shared token-counting and trimming paths carries broader compatibility and testing risk across providers and payload formats, while the other issue is a narrowly localized timezone-normalization correction with focused regression coverage.
}
https://github.com/berriai/litellm/issues/28409 3:1 https://github.com/berriai/litellm/issues/34896

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

{
The right issue is harder because it requires propagating deployment-resolution metadata through router, proxy response, header, streaming, and compatibility paths, with broader API and regression-test impact. The left issue is more concentrated in tracing span ordering and processor lifecycle handling, though it carries integration-specific correctness risk.
}
https://github.com/berriai/litellm/issues/25503 3:2 https://github.com/berriai/litellm/issues/33511

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

{
The security change is harder because it affects authorization boundaries, key and tenant attribution semantics, compatibility, and security-sensitive request-path behavior. The retry change has broader provider coverage, but can largely follow existing retry abstractions and provider-specific client behavior. Overall effort and risk favor the security issue as moderately harder.
}
https://github.com/berriai/litellm/issues/32779 5:4 https://github.com/berriai/litellm/issues/32895

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

{
The right-hand task is harder because it requires diagnosing and safely changing shared HTTP-client lifecycle behavior under long-lived streaming, concurrency, timeout, and deployment conditions. The left-hand task is a localized request-parameter validation and filtering fix with a narrower regression surface.
}
https://github.com/berriai/litellm/issues/24929 5:2 https://github.com/berriai/litellm/issues/26787

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

{
The right issue carries greater implementation uncertainty because it is intermittent, long-lived, and spans frontend assets, serving, caching, and deployment behavior; the left is a more localized request-parameter propagation fix across a few API adapters.
}
https://github.com/berriai/litellm/issues/23993 3:1 https://github.com/berriai/litellm/issues/34890

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

{
The left issue is harder because it requires tracing provider metadata through LiteLLM’s streaming aggregation and serialization paths, while preserving compatibility across chunking and usage-finalization behavior. The right issue is narrower: extending an existing authentication option into the embedding client construction path with focused validation and tests.
}
https://github.com/berriai/litellm/issues/16021 3:1 https://github.com/berriai/litellm/issues/27835

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

{
The left task requires a cross-cutting provider, authentication, payment, retry, security, configuration, and compatibility design with substantial external-integration risk. The right task is a localized content-handling fix with limited regression surface and straightforward tests.
}
https://github.com/berriai/litellm/issues/31184 10:1 https://github.com/berriai/litellm/issues/28409

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

{
The right-hand task requires tracing data through a specialized proxy path, preserving differentiated metadata, applying pricing logic correctly, and adding regression coverage across billing behavior. The left-hand task is comparatively localized, mainly involving exception definition, replacement, and compatibility checks.
}
https://github.com/berriai/litellm/issues/29432 4:1 https://github.com/berriai/litellm/issues/29146