Ember-1 comparisons
Head-to-head pages pitting Ember-1 against other models (67). Prices and context windows are the live configuration; the answers are what the gateway returned to the same prompt.
Ember-1 costs $16.50 per 1M output tokens.
| Diff | ||||||
|---|---|---|---|---|---|---|
| Claude Opus 5 |  Anthropic | $26.38 | +60% | 1,000,000 | #4 | Compare |
| Claude Opus 5.5 | Anthropic | $21.10 | +28% | 1,000,000 | #4 | Compare |
| Claude Fable 5 | Anthropic | $52.75 | +220% | 1,000,000 | #5 | Compare |
| Claude Fable 5.1 | Anthropic | $52.75 | +220% | 1,000,000 | #7 | Compare |
| Gemini 3.8 Flash |  Google | $3.96 | −76% | 1,048,576 | #9 | Compare |
| Claude Opus 4.6 | Anthropic | $26.38 | +60% | 1,000,000 | #10 | Compare |
| Muse Spark 1.3 |  Meta | $4.68 | −72% | 1,048,576 | #11 | Compare |
| Muse Spark 1.2 | Meta | $4.68 | −72% | 1,048,576 | #13 | Compare |
| Gemini 3.7 Flash | Google | $3.96 | −76% | 1,048,576 | #16 | Compare |
| Kimi K3 |  Moonshot | $11.08 | −33% | 1,048,576 | #19 | Compare |
| Gemini 3.1 Pro Preview | Google | $12.66 | −23% | 1,048,576 | #20 | Compare |
| GPT-5.6 Sol |  OpenAI | $21.10 | +28% | 1,050,000 | #22 | Compare |
| Qwen3.8 Max |  Qwen | $6.33 | −62% | 1,000,000 | #23 | Compare |
| Kimi K3.1 Pro | Moonshot | $10.55 | −36% | 1,048,576 | #24 | Compare |
| GLM 5.3 |  Z.ai | $4.65 | −72% | 1,048,576 | #26 | Compare |
| GPT-6.1 Sol | OpenAI | $10.55 | −36% | 1,050,000 | #27 | Compare |
| MiMo-V2.6-Pro | Xiaomi | $0.9179 | −94% | 1,048,576 | #30 | Compare |
| Gemini 3.5 Flash | Google | $9.90 | −40% | 1,048,576 | #31 | Compare |
| GLM 5.2 | Z.ai | $4.65 | −72% | 1,048,576 | #36 | Compare |
| DeepSeek V4.1 Flash |  DeepSeek | $0.633 | −96% | 1,048,576 | #37 | Compare |
| Claude Opus 4.8 | Anthropic | $26.38 | +60% | 1,000,000 | #39 | Compare |
| GLM 5.3 Flash | Z.ai | $0.5275 | −97% | 1,310,720 | #40 | Compare |
| GPT-6 Astra | OpenAI | $52.75 | +220% | 1,050,000 | #41 | Compare |
| Qwen3.7 Max | Qwen | $7.92 | −52% | 262,144 | #42 | Compare |
| Claude Sonnet 5 | Anthropic | $10.55 | −36% | 1,000,000 | #46 | Compare |
| Claude Sonnet 5.5 | Anthropic | $10.55 | −36% | 1,000,000 | #46 | Compare |
| Claude Sonnet 4.6 | Anthropic | $17.41 | +6% | 1,000,000 | #48 | Compare |
| GPT-5.6 Terra | OpenAI | $12.66 | −23% | 1,050,000 | #51 | Compare |
| Grok 4.5 |  xAI | $6.60 | −60% | 500,000 | #54 | Compare |
| Kimi K2.6 | Moonshot | $3.70 | −78% | 262,144 | #61 | Compare |
| DeepSeek V4 Pro | DeepSeek | $2.75 | −83% | 1,048,576 | #65 | Compare |
| GPT-6 Sol | OpenAI | $10.55 | −36% | 1,050,000 | #67 | Compare |
| Grok 4.6 | xAI | $6.60 | −60% | 500,000 | #69 | Compare |
| GPT-5.6 Luna | OpenAI | $1.27 | −92% | 1,050,000 | #77 | Compare |
| MiMo-V2.6-Flash | Xiaomi | $0.2954 | −98% | 1,048,576 | #86 | Compare |
| Grok 4.7 | xAI | $6.60 | −60% | 500,000 | #94 | Compare |
| GLM 4.7 | Z.ai | $1.85 | −89% | 202,752 | #97 | Compare |
| GPT-6 Luna | OpenAI | $0.5275 | −97% | 1,050,000 | #98 | Compare |
| MiniMax M3 |  MiniMax | $1.17 | −93% | 1,048,576 | #104 | Compare |
| DeepSeek V4 Flash | DeepSeek | $0.1899 | −99% | 1,048,576 | #105 | Compare |
| Beam 1.0 501B A23B | Reflection AI | $1.27 | −92% | 1,048,576 | #108 | Compare |
| Qwen3.8 27B | Qwen | $2.64 | −84% | 1,000,000 | #112 | Compare |
| Claude Haiku 5.5 | Anthropic | $0.5275 | −97% | 1,000,000 | #131 | Compare |
| MiniMax M2.7 | MiniMax | $1.27 | −92% | 204,800 | #144 | Compare |
| Claude Haiku 4.5 | Anthropic | $5.81 | −65% | 200,000 | #149 | Compare |
| GPT-5.4 Nano | OpenAI | $1.32 | −92% | 400,000 | #166 | Compare |
| GPT-5 Mini | OpenAI | $2.11 | −87% | 400,000 | #182 | Compare |
| Solar Pro 4 | Upstage | $0.66 | −96% | 524,288 | #186 | Compare |
| GPT-4.1 Mini | OpenAI | $1.76 | −89% | 1,047,576 | #192 | Compare |
| gpt-oss-120b | OpenAI | $0.5035 | −97% | 131,072 | #220 | Compare |
| GPT-4.1 Nano | OpenAI | $0.44 | −97% | 1,047,576 | #262 | Compare |
| Llama 3.3 70B Instruct | Meta | $0.3376 | −98% | 131,072 | #269 | Compare |
| GPT-4o-mini | OpenAI | $0.633 | −96% | 128,000 | #270 | Compare |
| gpt-oss-20b | OpenAI | $0.1477 | −99% | 131,072 | #271 | Compare |
| Llama 3.1 8B Instruct | Meta | $0.0422 | −100% | 131,072 | #348 | Compare |
| Muse Glimmer 30B | Meta | $1.59 | −90% | 131,072 | Unranked | Compare |
| Kimi K2.7 Code | Moonshot | $3.38 | −80% | 262,144 | Unranked | Compare |
| LLM-jp-3.1 8x13B instruct4 | LLM-jp | $0.5035 | −97% | 4,096 | Unranked | Compare |
| Qwen3.8 2.4T A95B | Qwen | $6.60 | −60% | 1,048,576 | Unranked | Compare |
| Fugu Ultra v2 | Sakana AI | $33.00 | +100% | 1,000,000 | Unranked | Compare |
| Fugu Max | Sakana AI | $6.60 | −60% | 1,000,000 | Unranked | Compare |
| Muse Spark 1.3 Contributor | Meta | $0.22 | −99% | 1,048,576 | Unranked | Compare |
| Pareto | Unbiased | $3.52 | −79% | 1,048,576 | Unranked | Compare |
| GLM 5.3 FlashX | Z.ai | $1.38 | −92% | 1,048,576 | Unranked | Compare |
| Solar Mini 4 | Upstage | $0.22 | −99% | 524,288 | Unranked | Compare |
| MiniMax M3.1 Flash | MiniMax | $0.633 | −96% | 1,048,576 | Unranked | Compare |
| Hy4 |  Tencent | $2.64 | −84% | 1,000,000 | Unranked | Compare |
"Diff" is against Ember-1's output price. Click a column heading to re-sort. Prices are per 1M tokens, before tax.
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These are the headline matchups. Every pairing has its own page, and each model's detail page links the comparisons it appears in.