Live 2026 LLM Token Cost Ledger & Agent Configuration Workbench
Compare 30-day production API spend across GPT-6.1 Terra/Sol, Claude 5.5 Opus/Sonnet/Haiku, Gemini 4 Argon, DeepSeek V4.1, Grok 4.7, Qwen 3.8, and Kimi K3.1 with real-time OpenRouter pricing sync.
| Model (2026 Release) | Provider & date | Input / cached ($/1M) | Output ($/1M) | Per 1K calls | 30-day spend |
|---|---|---|---|---|---|
| Gemini Omni 1.2 Flash | Google 2026-11-05 | $1.5 / $0.375 | $9 | $10.9500 | |
| GPT-6.1 Terra Pro | OpenAI 2026-10-26 | $1 / $0.05 | $5 | $6.1000 | |
| Kimi K3.1 Pro | Moonshot 2026-10-23 | $2 / $0.2 | $10 | $12.4000 | |
| MiniMax M3.1 Flash | MiniMax 2026-10-19 | $0.15 / $0.015 | $0.6 | $0.8100 | |
| DeepSeek V4.1 Flash 1017 | DeepSeek 2026-10-17 | $0.006 / $0.005 | $0.5 | $0.4220 | |
| Gemini 4 Argon | Google 2026-10-13 | $2 / $0.1 | $10 | $12.2000 | |
| Claude Haiku 5.5 | Anthropic 2026-10-07 | $0.1 / $0.01 | $0.5 | $0.6200 | |
| Mistral Large 4 | Mistral 2026-10-06 | $0.7 / $0.07 | $2.1 | $3.2200 | |
| GPT-6.1 Sol Pro | OpenAI 2026-09-29 | $2 / $0.1 | $10 | $12.2000 | |
| GPT-6.1 Sol | OpenAI 2026-09-29 | $2 / $0.1 | $10 | $12.2000 | |
| Claude Sonnet 5.5 | Anthropic 2026-09-28 | $2 / $0.1 | $10 | $12.2000 | |
| GLM 5.3 Prime | Z.ai / GLM 2026-09-23 | $2.8 / $0.56 | $8.8 | $13.7600 | |
| Qwen3.8 Max Prime | Qwen 2026-09-23 | $4 / $0.5 | $12 | $18.6000 | |
| GPT-6 Luna | OpenAI 2026-09-22 | $0.1 / $0.01 | $0.5 | $0.6200 | |
| Claude Opus 5.5 | Anthropic 2026-09-22 | $4 / $0.2 | $20 | $24.4000 | |
| Grok 4.7 | xAI 2026-09-21 | $2 / $0.5 | $6 | $9.8000 | |
| Qwen3.8 Omni Flash | Qwen 2026-09-21 | $0.15 / $0.016 | $0.47 | $0.7080 | |
| DeepSeek V4.1 Flash | DeepSeek 2026-09-10 | $0.006 / $0.005 | $0.5 | $0.4220 | |
| GPT-6 Astra Pro | OpenAI 2026-09-04 | $10 / $1 | $50 | $62.0000 | |
| Gemini 3.8 Flash | Google 2026-09-02 | $0.825 / $0.083 | $4.125 | $5.1150 | |
| Claude Fable 5.1 | Anthropic 2026-09-01 | $10 / $0.25 | $50 | $60.5000 | |
| GLM 5.3 Flash | Z.ai / GLM 2026-08-26 | $0.15 / $0.03 | $0.5 | $0.7600 | |
| DeepSeek V4 Pro 0813 | DeepSeek 2026-08-12 | $0.111 / $0.097 | $4.44 | $3.9680 | |
| Grok 4.6 | xAI 2026-08-12 | $2 / $0.5 | $6 | $9.8000 |
2026 Frontier Model Pricing Reference Snapshot (2026-11-10 08:14 UTC)
All rates below are synchronized from https://openrouter.ai/api/v1/models and expressed in
USD per 1,000,000 tokens. Click Sync all 465 live models in the workbench above to query
the full upstream catalog directly from your browser.
| Model name | Provider & release | Standard / cached input ($/1M) | Output ($/1M) | Max context | Tier |
|---|---|---|---|---|---|
| Gemini Omni 1.2 Flash | Google 2026-11-05 | $1.500 / $0.375 | $9.000 | 131,072 | Fast & Efficient |
| GPT-6.1 Terra Pro | OpenAI 2026-10-26 | $1.000 / $0.050 | $5.000 | 1,050,000 | Frontier Reasoning |
| Kimi K3.1 Pro | Moonshot 2026-10-23 | $2.000 / $0.200 | $10.000 | 1,048,576 | Frontier Reasoning |
| MiniMax M3.1 Flash | MiniMax 2026-10-19 | $0.150 / $0.015 | $0.600 | 1,048,576 | Coding & Agent |
| DeepSeek V4.1 Flash 1017 | DeepSeek 2026-10-17 | $0.006 / $0.005 | $0.500 | 1,048,576 | Fast & Efficient |
| Gemini 4 Argon | Google 2026-10-13 | $2.000 / $0.100 | $10.000 | 1,048,576 | Coding & Agent |
| Claude Haiku 5.5 | Anthropic 2026-10-07 | $0.100 / $0.010 | $0.500 | 1,000,000 | Coding & Agent |
| Mistral Large 4 | Mistral 2026-10-06 | $0.700 / $0.070 | $2.100 | 1,048,576 | Coding & Agent |
| GPT-6.1 Sol Pro | OpenAI 2026-09-29 | $2.000 / $0.100 | $10.000 | 1,050,000 | Frontier Reasoning |
| GPT-6.1 Sol | OpenAI 2026-09-29 | $2.000 / $0.100 | $10.000 | 1,050,000 | Coding & Agent |
| Claude Sonnet 5.5 | Anthropic 2026-09-28 | $2.000 / $0.100 | $10.000 | 1,000,000 | Frontier Reasoning |
| GLM 5.3 Prime | Z.ai / GLM 2026-09-23 | $2.800 / $0.560 | $8.800 | 1,000,000 | Frontier Flagship |
| Qwen3.8 Max Prime | Qwen 2026-09-23 | $4.000 / $0.500 | $12.000 | 1,000,000 | Frontier Flagship |
| GPT-6 Luna | OpenAI 2026-09-22 | $0.100 / $0.010 | $0.500 | 1,050,000 | Coding & Agent |
| Claude Opus 5.5 | Anthropic 2026-09-22 | $4.000 / $0.200 | $20.000 | 1,000,000 | Coding & Agent |
| Grok 4.7 | xAI 2026-09-21 | $2.000 / $0.500 | $6.000 | 500,000 | Coding & Agent |
| Qwen3.8 Omni Flash | Qwen 2026-09-21 | $0.150 / $0.016 | $0.470 | 1,000,000 | Coding & Agent |
| DeepSeek V4.1 Flash | DeepSeek 2026-09-10 | $0.006 / $0.005 | $0.500 | 1,048,576 | Coding & Agent |
| GPT-6 Astra Pro | OpenAI 2026-09-04 | $10.000 / $1.000 | $50.000 | 1,050,000 | Frontier Reasoning |
| Gemini 3.8 Flash | Google 2026-09-02 | $0.825 / $0.083 | $4.125 | 1,048,576 | Coding & Agent |
| Claude Fable 5.1 | Anthropic 2026-09-01 | $10.000 / $0.250 | $50.000 | 1,000,000 | Coding & Agent |
| GLM 5.3 Flash | Z.ai / GLM 2026-08-26 | $0.150 / $0.030 | $0.500 | 1,048,576 | Coding & Agent |
| DeepSeek V4 Pro 0813 | DeepSeek 2026-08-12 | $0.111 / $0.097 | $4.440 | 1,048,576 | Frontier Reasoning |
| Grok 4.6 | xAI 2026-08-12 | $2.000 / $0.500 | $6.000 | 500,000 | Frontier Flagship |
Deterministic Client-Side Execution Architecture
Production AI engineering requires accurate cost forecasting and strict configuration syntax before deploying code.
Whether you are comparing cached context costs between GPT-6.1 Terra Pro, Claude Sonnet 5.5,
and Gemini 4 Argon, configuring local Model Context Protocol servers, or enforcing recursive
additionalProperties: false constraints on tool schemas, every utility in this suite executes
inside your local browser tab with zero server round-trips.