Vaughan
01/07/2026, 7:21 AMAI Evy
01/07/2026, 7:21 AMAI Evy
01/07/2026, 7:22 AMgpt-4.1, gpt-4.1-mini, gpt-4.1-nano, gpt-5, gpt-5.1, gpt-5.2, gpt-5-mini, gpt-5-nano, claude-4.5-sonnet, claude-4.5-haiku, gemini-2.5-flash, gemini-2.5-flash-lite [(1) ]()
General guidance by use case:
- Function calling / data collection: Use lower temperature (0.0–0.3) for reliability [(2) ]()
- Customer service / sales: Balanced temperature (0.3–0.7)
- Date/time calculations: GPT-4o or Sonnet tend to perform better than mini/Haiku models for accuracy [(3) ]()
If cost isn't a concern and you want to minimize errors/hallucinations, larger models like gpt-4.1, gpt-5, or claude-4.5-sonnet are generally more capable. [(1) ]()
You can also enable Fast Tier for more consistent latency on high-value calls (1.5x cost) . [(2) ]()AI Evy
01/07/2026, 7:22 AMAI Evy
01/07/2026, 7:22 AMVaughan
01/07/2026, 7:22 AMVaughan
01/07/2026, 7:25 AMAI Evy
01/07/2026, 7:25 AMAI Evy
01/07/2026, 7:25 AMNO_RESPONSE_NEEDED — it reads it aloud instead of using it to suppress a response [(1) ]()
- Some users report GPT-5 agents getting stuck in loops, repeating the same question even after the user answers [(2) ]()
- Testing shows GPT-5 models can be verbose in replies [(3) ]()
- GPT-5 has higher latency (~1000ms) compared to GPT-4.1 (~720ms) [(4) ]()
Recommendations from Retell AI:
- For most real-time voice agent use cases where speed is critical, GPT-5 Mini or GPT-4.1 are better choices
- GPT-5 becomes more viable if future improvements reduce its latency
- You can be more assertive with prompts (e.g., "don't repeat the question unless asked to") to mitigate some behaviors [(2) ]()
- If GPT-4.x works better for your use case, staying with it is a valid approach
GPT-4.1 advantages:
- Lower latency (720ms vs 1000ms for GPT-5) [(4) ]()
- Better instruction-following and system prompt compliance [(5) ]()
- Optimized for real-time conversation flow
If you're seeing better results with GPT-4.x, that's expected for many real-time voice scenarios.AI Evy
01/07/2026, 7:25 AMAI Evy
01/07/2026, 7:25 AMVaughan
01/07/2026, 7:26 AMAI Evy
01/07/2026, 7:26 AMAI Evy
01/07/2026, 7:27 AMAI Evy
01/07/2026, 7:27 AMAI Evy
01/07/2026, 7:27 AM