Compare LLM API prices
Estimate a workload using published input, output, and cache rates. All prices are in USD.
Estimate your token workload
Estimate text usage from published wallet rates. The result is not a checkout quote.
- Per request
- $0.000630
- Monthly requests
- 3,000
- Estimated monthly cost
- $1.890000
Input cost $0.000450 + output cost $0.000180, with a $0.000010 minimum per request. Cache input is counted once. Rates last verified 2026-11-06.
Actual token counts, cache eligibility, output length, retries, API key limits and price changes affect billing. Free allowances, packages, media, top-up fees and currency conversion are excluded.
Worked example and rate snapshot
Latest catalog evidence: Verified on 2026-11-06. Each row carries its own evidence date. Discounts below are explicit catalog fields, not a blanket savings promise.
For meldport/deepseek-v4.1-flash, rates verified on 2026-11-06 are $0.045000 ordinary input, $0.004500 cached input, and $0.180000 output per million tokens. The minimum is $0.000010 per request.
Each request uses 10,000 ordinary input tokens, 5,000 cached input tokens, and 1,000 output tokens. Rounded input costs $0.000473 and rounded output costs $0.000180. After applying the minimum, $0.000653 per request × 100 requests per day × 30 days gives $1.959000.
Download the exact rate snapshot used in this example. Captured 2026-11-06T22:26:24.918Z.
Published token rates
| Model / publisher | Input | Output | List input / output | Published discount | Capabilities / context | Evidence |
|---|---|---|---|---|---|---|
| DeepSeek V4.1 Flash DeepSeek | $0.045 | $0.18 | $0.15 / $0.6 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GPT 6 Luna OpenAI | $0.03 | $0.15 | $0.1 / $0.5 | Input: 70% Output: 70% | text, vision, cache, tools, stream 272K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Qwen3.8 Flash Qwen | $0.045 | $0.141 | $0.15 / $0.47 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Qwen3.7 Plus Qwen | $0.36 | $1.44 | $1.2 / $4.8 | Input: 70% Output: 70% | text, vision, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| DeepSeek V4.1 Flash 1017 DeepSeek | $0.045 | $0.18 | $0.15 / $0.6 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| DeepSeek V4 Flash DeepSeek | $0.066 | $0.198 | $0.22 / $0.66 | Input: 70% Output: 70% | text, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Muse Spark 1.1 Meta | $0.375 | $1.275 | $1.25 / $4.25 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1.05M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Qwen3 Coder Next Qwen | $0.1644 | $0.822 | $0.3 / $1.5 | Input: 45.2% Output: 45.2% | text, tools, stream 256K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Muse Spark 1.3 Contributor Meta | $0.03 | $0.06 | $0.1 / $0.2 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1.05M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Kimi K3.1 Pro Moonshot AI | $0.6 | $3 | $2 / $10 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GLM-4.6V (vision) Zhipu AI | $0.09 | $0.27 | $0.3 / $0.9 | Input: 70% Output: 70% | text, vision, video, cache, tools, stream 200K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Hy3 Meldport | $0.042 | $0.174 | $0.14 / $0.58 | Input: 70% Output: 70% | text, vision, cache, tools, stream 192K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GLM 5.3 Zhipu AI | $0.42 | $1.32 | $1.4 / $4.4 | Input: 70% Output: 70% | text, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Kimi K2.7 Code Moonshot AI | $0.285 | $1.2 | $0.95 / $4 | Input: 70% Output: 70% | text, vision, cache, tools, stream 262.14K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Muse Spark 1.2 Meta | $0.375 | $1.275 | $1.25 / $4.25 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1.05M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| MiMo V2.6 Flash Xiaomi | $0.042 | $0.084 | $0.14 / $0.28 | Input: 70% Output: 70% | text, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Gemini 3.1 Pro | $0.6 | $3.6 | $2 / $12 | Input: 70% Output: 70% | text, vision, video, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GLM 5.3 Flash Zhipu AI | $0.045 | $0.15 | $0.15 / $0.5 | Input: 70% Output: 70% | text, vision, video, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GPT 5.6 Luna OpenAI | $0.06 | $0.36 | $0.2 / $1.2 | Input: 70% Output: 70% | text, vision, cache, tools, stream 272K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Kimi For Coding HighSpeed (K2.7 Code) Moonshot AI | $1.045 | $4.4 | $1.9 / $8 | Input: 45% Output: 45% | text, vision, cache, tools, stream 262.14K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Grok 4.7 xAI | $0.6 | $1.8 | $2 / $6 | Input: 70% Output: 70% | text, cache, tools, stream 500K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| DeepSeek V4 Pro DeepSeek | $0.198 | $0.594 | $0.66 / $1.98 | Input: 70% Output: 70% | text, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Kimi K2.8 Preview Moonshot AI | $0.285 | $1.2 | $0.95 / $4 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| LongCat 2.0 Meldport | $0.09 | $0.36 | $0.3 / $1.2 | Input: 70% Output: 70% | text, tools, stream 1.05M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Qwen3.8 2.4T-A95B Qwen | $0.6 | $1.8 | $2 / $6 | Input: 70% Output: 70% | text, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| glm-5.2 Zhipu AI | $0.42 | $1.32 | $1.4 / $4.4 | Input: 70% Output: 70% | text, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Mistral Large 4 Mistral | $0.61064 | $1.87682 | $1.36 / $4.18 | Input: 55.1% Output: 55.1% | text, cache, tools, stream 524.29K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Gemini 4 Argon | $0.6 | $3.6 | $2 / $12 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Muse Wonder 1.0 Meta | $1.2 | $6 | $4 / $20 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1.05M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| DeepSeek V4.1 Flash Fast DeepSeek | $0.07184 | $0.26042 | $0.16 / $0.58 | Input: 55.1% Output: 55.1% | text, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GPT 6 Sol OpenAI | $0.6 | $3 | $2 / $10 | Input: 70% Output: 70% | text, vision, cache, tools, stream 272K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Kimi For Coding (K2.8 Preview) Moonshot AI | $0.5225 | $2.2 | $0.95 / $4 | Input: 45% Output: 45% | text, vision, cache, tools, stream 1.05M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Terra OpenAI | $0.6 | $3.6 | $2 / $12 | Input: 70% Output: 70% | text, vision, cache, tools, stream 272K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Qwen 3.8 Max Qwen | $0.6 | $1.8 | $2 / $6 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Kimi K2.7 Code Moonshot AI | $0.285 | $1.2 | $0.95 / $4 | Input: 70% Output: 70% | text, vision, cache, tools, stream 262.14K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GPT 6.1 Terra OpenAI | $0.3 | $1.5 | $1 / $5 | Input: 70% Output: 70% | text, vision, cache, tools, stream 500K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GPT 6.1 Sol OpenAI | $0.6 | $3 | $2 / $10 | Input: 70% Output: 70% | text, vision, cache, tools, stream 500K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Qwen3.8 Max 0902 Qwen | $0.6 | $1.8 | $2 / $6 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Kimi K2.5 Moonshot AI | $0.18 | $0.9 | $0.6 / $3 | Input: 70% Output: 70% | text, vision, cache, tools, stream 164K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Kimi K2.7 Code HighSpeed Moonshot AI | $1.045 | $4.4 | $1.9 / $8 | Input: 45% Output: 45% | text, tools, stream 262.14K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GLM 5.3 FlashX Zhipu AI | $0.1665 | $0.5625 | $0.37 / $1.25 | Input: 55% Output: 55% | text, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Qwen3.8 27B Qwen | $0.15 | $0.9 | $0.5 / $3 | Input: 70% Output: 70% | text, vision, video, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GPT 5.3 Codex OpenAI | $0.525 | $4.2 | $1.75 / $14 | Input: 70% Output: 70% | text, vision, cache, tools, stream 272K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| DeepSeek V3.2 DeepSeek | $0.15372 | $0.23058 | $0.28 / $0.42 | Input: 45.1% Output: 45.1% | text, tools, stream 164K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Grok 4.7 Fast xAI | $1.2 | $3.6 | $4 / $12 | Input: 70% Output: 70% | text, cache, tools, stream 500K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| claude-sonnet-5 Anthropic | $0.6 | $3 | $2 / $10 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Claude Sonnet 4.6 Anthropic | $0.9 | $4.5 | $3 / $15 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GLM-5.1 (flagship) Zhipu AI | $0.42 | $1.32 | $1.4 / $4.4 | Input: 70% Output: 70% | text, vision, cache, tools, stream 200K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Kimi K3.1 Pro HighSpeed Moonshot AI | $1.2 | $6 | $4 / $20 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GPT 6 Astra OpenAI | $3 | $15 | $10 / $50 | Input: 70% Output: 70% | text, vision, cache, tools, stream 272K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| MiMo V2.6 Pro Xiaomi | $0.1305 | $0.261 | $0.435 / $0.87 | Input: 70% Output: 70% | text, vision, video, audio, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Claude Fable 5.1 Anthropic | $3 | $15 | $10 / $50 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| MiniMax M3.1 Flash MiniMax | $0.045 | $0.18 | $0.15 / $0.6 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| MiniMax M2.5 HighSpeed MiniMax | $0.18 | $0.72 | $0.6 / $2.4 | Input: 70% Output: 70% | text, cache, tools, stream 204.8K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| claude-fable-5 Anthropic | $3 | $15 | $10 / $50 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Gemini 3.8 Flash | $0.225 | $1.125 | $0.75 / $3.75 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Claude Sonnet 5.5 Anthropic | $0.6 | $3 | $2 / $10 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| MiniMax M3.1 Flash Preview MiniMax | $0.045 | $0.18 | $0.15 / $0.6 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| MiniMax M3 MiniMax | $0.09 | $0.36 | $0.3 / $1.2 | Input: 70% Output: 70% | text, vision, video, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Qwen3.8 Omni Flash Qwen | $0.045 | $0.141 | $0.15 / $0.47 | Input: 70% Output: 70% | text, vision, video, audio, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| MiniMax M2.7 HighSpeed MiniMax | $0.18 | $0.72 | $0.6 / $2.4 | Input: 70% Output: 70% | text, cache, tools, stream 204.8K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| MiniMax M2.5 MiniMax | $0.09 | $0.36 | $0.3 / $1.2 | Input: 70% Output: 70% | text, cache, tools, stream 204.8K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| MiniMax M2.7 MiniMax | $0.09 | $0.36 | $0.3 / $1.2 | Input: 70% Output: 70% | text, cache, tools, stream 204.8K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Grok 4.5 xAI | $0.6 | $1.8 | $2 / $6 | Input: 70% Output: 70% | text, vision, cache, tools, stream 500K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| claude-haiku-4.5 Anthropic | $0.3 | $1.5 | $1 / $5 | Input: 70% Output: 70% | text, vision, cache, tools, stream 200K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Claude Haiku 5.5 Anthropic | $0.03 | $0.15 | $0.1 / $0.5 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Claude Opus 4.8 Anthropic | $1.5 | $7.5 | $5 / $25 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| DeepSeek V4.1 Flash SG DeepSeek | $0.045 | $0.18 | $0.15 / $0.6 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Kimi K2.6 Moonshot AI | $0.285 | $1.2 | $0.95 / $4 | Input: 70% Output: 70% | text, vision, cache, tools, stream 262.14K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Claude Opus 4.5 Anthropic | $1.5 | $7.5 | $5 / $25 | Input: 70% Output: 70% | text, vision, cache, tools, stream 200K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Ling 3.1 Flash Meldport | $0.0345 | $0.1035 | $0.075 / $0.225 | Input: 54% Output: 54% | text, cache, tools, stream 262.14K tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Ling 3.1 Flash 1019 Meldport | $0.0345 | $0.1035 | $0.075 / $0.225 | Input: 54% Output: 54% | text, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Qwen3.6 Flash Qwen | $0.12975 | $0.7785 | $0.25 / $1.5 | Input: 48.1% Output: 48.1% | text, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| Hy4 Meldport | $0.2502 | $0.7503 | $0.834 / $2.501 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| gpt-5.4 OpenAI | $0.75 | $4.5 | $2.5 / $15 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1.05M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
| GPT 5.5 OpenAI | $1.5 | $9 | $5 / $30 | Input: 70% Output: 70% | text, vision, cache, tools, stream 1.05M tokens | Verified on 2026-11-06 Expires 2026-11-07 |
Calculate uncached cost as (input tokens × input rate + output tokens × output rate) / 1,000,000. Cache charges, minimum charges, retries, and tool calls can change the total. Work through a cost example or compare gateway tradeoffs.
Reproduce the published price snapshot
Download Meldport's published token rates as CSV. Each row identifies the model, capture timestamp, price-evidence expiry, units and model URL. Blank rates mean unknown, not zero. The snapshot includes active paid IDs and marks incomplete or stale evidence; it does not claim an independent benchmark.
The CSV reads the same public catalog as this table. Prices are USD per million tokens; minimum charges are USD per request. Multiply ordinary input and cached input separately, add output, apply the published per-request rounding and minimum, then multiply by request count. Payment fees, currency conversion, packages, free allowances, media and retries are separate. See the cost methodology and comparison assumptions. Spreadsheet-sensitive text cells are prefixed with an apostrophe; the public JSON catalog retains the original field values.