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Top limitations

• • Output modality is text-first in OpenRouter routing.
• • High multimodal context can increase latency and spend.

Top limitations

• • Complex multimodal prompts may increase latency at peak load.
• • For routine tasks, flash-tier routing is generally more cost-effective.

Top limitations

• • Lower control for complex camera choreography.
• • Consistency may vary across multiple reruns.

Top limitations

• • Prompt adherence drops for multi-scene narratives.
• • Can show temporal flicker in fast motion sequences.

Top limitations

• • Limited clip duration for complex stories.
• • Fine-grained style controls are less exposed.

Top limitations

• • Long contexts still require careful retrieval and chunking strategy.
• • Quality varies for domain-specific enterprise policy tasks without examples.

Top limitations

• • Premium pricing for high resolution renders.
• • Occasional style drift across retries.

Top limitations

• • Final commercial and safety requirements depend on provider policy and deployment setup.
• • High-context prompts require strict prompt budgeting for cost control.

Top limitations

• • Shorter context window versus latest high-context frontier models.
• • Needs prompt constraints for compliance-sensitive outputs.

Top limitations

• • May need stronger instruction scaffolding for strict enterprise style guides.
• • Use evaluation harness for critical production refactors.

Top limitations

• • Graph design complexity rises with broad tool sets and branching conditions.
• • Requires dedicated testing harness to prevent regression in agent paths.

Top limitations

• • Complex retrieval-heavy flows need careful memory and context controls.
• • Reliability depends on external model/tool stack quality.