---
title: "Precision bait — traps · Undominated.ai"
canonical: https://undominated.ai/traps/precision-bait/
description: "Distinct sellers, not rows. A cheaper lower-quant endpoint is a trade, not a saving. See /spreads/."
---

# Precision bait — traps · Undominated.ai

> Distinct sellers, not rows. A cheaper lower-quant endpoint is a trade, not a saving. See /spreads/.

[Traps](https://undominated.ai/traps/)

# Precision bait

Distinct sellers, not rows. A cheaper lower-quant endpoint is a trade, not a saving. See /spreads/.

As of 2026-11-05. Public lens does not apply; these are price-shape facts.

As of 2026-11-05, **71** publishable models match this trap, recomputed from the resident catalogue — not copied from a roadmap sentence.

| Model | What we measured |
| --- | --- |
| [MiniMax M3.1 Flash](https://undominated.ai/models/minimax__minimax-m3.1-flash/) | serving precision differs across offers — cheapest may be worse quant |
| [DeepSeek V4.1 Flash 1017](https://undominated.ai/models/deepseek__deepseek-v4.1-flash-1017/) | serving precision differs across offers — cheapest may be worse quant |
| [Beam 1.0 501B A23B](https://undominated.ai/models/reflection__beam-1.0-501b-a23b/) | serving precision differs across offers — cheapest may be worse quant |
| [Muse Spark Open](https://undominated.ai/models/meta__muse-spark-open/) | serving precision differs across offers — cheapest may be worse quant |
| [Nemotron 3.5 Super VL](https://undominated.ai/models/nvidia__nemotron-3.5-super-vl/) | serving precision differs across offers — cheapest may be worse quant |
| [Step 5 Preview](https://undominated.ai/models/stepfun__step-5-preview/) | serving precision differs across offers — cheapest may be worse quant |
| [Ling 3.1 Flash](https://undominated.ai/models/inclusionai__ling-3.1-flash/) | serving precision differs across offers — cheapest may be worse quant |
| [MiMo-V2.6-Flash](https://undominated.ai/models/xiaomi__mimo-v2.6-flash/) | serving precision differs across offers — cheapest may be worse quant |
| [MiMo-V2.6-Pro](https://undominated.ai/models/xiaomi__mimo-v2.6-pro/) | serving precision differs across offers — cheapest may be worse quant |
| [DeepSeek V4.1 Flash](https://undominated.ai/models/deepseek__deepseek-v4.1-flash/) | serving precision differs across offers — cheapest may be worse quant |
| [Hy4 preview](https://undominated.ai/models/tencent__hy4-preview/) | serving precision differs across offers — cheapest may be worse quant |
| [GLM 5.3 Flash](https://undominated.ai/models/z-ai__glm-5.3-flash/) | serving precision differs across offers — cheapest may be worse quant |
| [GLM 5.3](https://undominated.ai/models/z-ai__glm-5.3/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3.8 27B](https://undominated.ai/models/qwen__qwen3.8-27b/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3.8 2.4T A95B](https://undominated.ai/models/qwen__qwen3.8-2.4t-a95b/) | serving precision differs across offers — cheapest may be worse quant |
| [DeepSeek V4 Pro 0813](https://undominated.ai/models/deepseek__deepseek-v4-pro-0813/) | serving precision differs across offers — cheapest may be worse quant |
| [Nemotron 3.5 Lightning](https://undominated.ai/models/nvidia__nemotron-3.5-lightning/) | serving precision differs across offers — cheapest may be worse quant |
| [DeepSeek V4 Flash 0731](https://undominated.ai/models/deepseek__deepseek-v4-flash-0731/) | serving precision differs across offers — cheapest may be worse quant |
| [Ling 3.0 Flash](https://undominated.ai/models/inclusionai__ling-3.0-flash/) | serving precision differs across offers — cheapest may be worse quant |
| [Kimi K3](https://undominated.ai/models/moonshotai__kimi-k3/) | serving precision differs across offers — cheapest may be worse quant |
| [Hy3](https://undominated.ai/models/tencent__hy3/) | serving precision differs across offers — cheapest may be worse quant |
| [GLM 5.2](https://undominated.ai/models/z-ai__glm-5.2/) | serving precision differs across offers — cheapest may be worse quant |
| [Kimi K2.7 Code](https://undominated.ai/models/moonshotai__kimi-k2.7-code/) | serving precision differs across offers — cheapest may be worse quant |
| [Nemotron 3 Ultra](https://undominated.ai/models/nvidia__nemotron-3-ultra-550b-a55b/) | serving precision differs across offers — cheapest may be worse quant |
| [MiniMax M3](https://undominated.ai/models/minimax__minimax-m3/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3.6 35B A3B](https://undominated.ai/models/qwen__qwen3.6-35b-a3b/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3.6 27B](https://undominated.ai/models/qwen__qwen3.6-27b/) | serving precision differs across offers — cheapest may be worse quant |
| [DeepSeek V4 Pro 0423](https://undominated.ai/models/deepseek__deepseek-v4-pro/) | serving precision differs across offers — cheapest may be worse quant |
| [DeepSeek V4 Flash 0423](https://undominated.ai/models/deepseek__deepseek-v4-flash/) | serving precision differs across offers — cheapest may be worse quant |
| [MiMo-V2.5-Pro](https://undominated.ai/models/xiaomi__mimo-v2.5-pro/) | serving precision differs across offers — cheapest may be worse quant |
| [Kimi K2.6](https://undominated.ai/models/moonshotai__kimi-k2.6/) | serving precision differs across offers — cheapest may be worse quant |
| [GLM 5.1](https://undominated.ai/models/z-ai__glm-5.1/) | serving precision differs across offers — cheapest may be worse quant |
| [Gemma 4 26B A4B](https://undominated.ai/models/google__gemma-4-26b-a4b-it/) | serving precision differs across offers — cheapest may be worse quant |
| [Gemma 4 31B](https://undominated.ai/models/google__gemma-4-31b-it/) | serving precision differs across offers — cheapest may be worse quant |
| [MiniMax M2.7](https://undominated.ai/models/minimax__minimax-m2.7/) | serving precision differs across offers — cheapest may be worse quant |
| [Nemotron 3 Super](https://undominated.ai/models/nvidia__nemotron-3-super-120b-a12b/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3.5-9B](https://undominated.ai/models/qwen__qwen3.5-9b/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3.5-35B-A3B](https://undominated.ai/models/qwen__qwen3.5-35b-a3b/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3.5-27B](https://undominated.ai/models/qwen__qwen3.5-27b/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3.5-122B-A10B](https://undominated.ai/models/qwen__qwen3.5-122b-a10b/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3.5 397B A17B](https://undominated.ai/models/qwen__qwen3.5-397b-a17b/) | serving precision differs across offers — cheapest may be worse quant |
| [MiniMax M2.5](https://undominated.ai/models/minimax__minimax-m2.5/) | serving precision differs across offers — cheapest may be worse quant |
| [GLM 5](https://undominated.ai/models/z-ai__glm-5/) | serving precision differs across offers — cheapest may be worse quant |
| [Kimi K2.5](https://undominated.ai/models/moonshotai__kimi-k2.5/) | serving precision differs across offers — cheapest may be worse quant |
| [GLM 4.7 Flash](https://undominated.ai/models/z-ai__glm-4.7-flash/) | serving precision differs across offers — cheapest may be worse quant |
| [GLM 4.7](https://undominated.ai/models/z-ai__glm-4.7/) | serving precision differs across offers — cheapest may be worse quant |
| [GLM 4.6V](https://undominated.ai/models/z-ai__glm-4.6v/) | serving precision differs across offers — cheapest may be worse quant |
| [DeepSeek V3.2](https://undominated.ai/models/deepseek__deepseek-v3.2/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3 VL 30B A3B Instruct](https://undominated.ai/models/qwen__qwen3-vl-30b-a3b-instruct/) | serving precision differs across offers — cheapest may be worse quant |
| [GLM 4.6](https://undominated.ai/models/z-ai__glm-4.6/) | serving precision differs across offers — cheapest may be worse quant |
| [DeepSeek V3.1](https://undominated.ai/models/deepseek__deepseek-chat-v3.1/) | serving precision differs across offers — cheapest may be worse quant |
| [gpt-oss-120b](https://undominated.ai/models/openai__gpt-oss-120b/) | serving precision differs across offers — cheapest may be worse quant |
| [gpt-oss-20b](https://undominated.ai/models/openai__gpt-oss-20b/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3 Coder 30B A3B Instruct](https://undominated.ai/models/qwen__qwen3-coder-30b-a3b-instruct/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3 30B A3B Instruct 2507](https://undominated.ai/models/qwen__qwen3-30b-a3b-instruct-2507/) | serving precision differs across offers — cheapest may be worse quant |
| [GLM 4.5 Air](https://undominated.ai/models/z-ai__glm-4.5-air/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3 Coder 480B A35B](https://undominated.ai/models/qwen__qwen3-coder/) | serving precision differs across offers — cheapest may be worse quant |
| [Mistral Small 3.2 24B](https://undominated.ai/models/mistralai__mistral-small-3.2-24b-instruct/) | serving precision differs across offers — cheapest may be worse quant |
| [MiniMax M1](https://undominated.ai/models/minimax__minimax-m1/) | serving precision differs across offers — cheapest may be worse quant |
| [R1 0528](https://undominated.ai/models/deepseek__deepseek-r1-0528/) | serving precision differs across offers — cheapest may be worse quant |
| [Qwen3 14B](https://undominated.ai/models/qwen__qwen3-14b/) | serving precision differs across offers — cheapest may be worse quant |
| [Llama 4 Maverick](https://undominated.ai/models/meta-llama__llama-4-maverick/) | serving precision differs across offers — cheapest may be worse quant |
| [Llama 4 Scout](https://undominated.ai/models/meta-llama__llama-4-scout/) | serving precision differs across offers — cheapest may be worse quant |
| [Gemma 3 12B](https://undominated.ai/models/google__gemma-3-12b-it/) | serving precision differs across offers — cheapest may be worse quant |
| [DeepSeek V3](https://undominated.ai/models/deepseek__deepseek-chat/) | serving precision differs across offers — cheapest may be worse quant |
| [Llama 3.3 70B Instruct](https://undominated.ai/models/meta-llama__llama-3.3-70b-instruct/) | serving precision differs across offers — cheapest may be worse quant |
| [Llama 3.2 3B Instruct](https://undominated.ai/models/meta-llama__llama-3.2-3b-instruct/) | serving precision differs across offers — cheapest may be worse quant |
| [Llama 3 8B Lunaris](https://undominated.ai/models/sao10k__l3-lunaris-8b/) | serving precision differs across offers — cheapest may be worse quant |
| [Llama 3.1 8B Instruct](https://undominated.ai/models/meta-llama__llama-3.1-8b-instruct/) | serving precision differs across offers — cheapest may be worse quant |
| [Mistral Nemo](https://undominated.ai/models/mistralai__mistral-nemo/) | serving precision differs across offers — cheapest may be worse quant |
| [MythoMax 13B](https://undominated.ai/models/gryphe__mythomax-l2-13b/) | serving precision differs across offers — cheapest may be worse quant |

## Continue your investigation

 - [Context cliffs](/cliffs/)
- [Spreads](/spreads/)
- [Reasoning effort](/effort/)
- [Methodology](/methodology/)