Reporting on AI API pricing, model releases, and cost control. Each rate we publish is checked against the provider's own documentation on the date shown.
21 Blogs · 4 Topics · Sourced From Provider Documentation
In one week OpenAI and Microsoft both shipped models that do not write text at all. They return a probability, a choice or a score. Here is what each one costs, what you give up, and the cases where a regular model with prompt caching is still the cheaper option.
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Real world Solar Mini 4 pricing breakdown. Compare Upstage API rates, prompt caching discounts, and monthly token bill math across 206 models.
8 min readCost analysis for customer support chatbots based on live API rate tracking across 207 qualified models.
5 min readAn independent cost analysis of OpenAI API pricing across 38 live models, evaluating context limits, output rates, and actual monthly spending.
5 min read
Opus 5.5 is 60% cheaper per token than Fable 5.1. We compare pricing, cost per task, speed claims and where each model still earns its place in your stack.
10 min read
Claude Opus 5.5 costs $4 input and $20 output per million tokens, 20% below Opus 5. Caching, fast mode, and worked monthly cost examples for real workloads.
11 min readCompare GPT-5.5 Pro vs Claude Fable 5.1 pricing. See rate cards, monthly workload costs, and verdict per use case.
8 min readCompare cheapest llm api options across top providers. Read our verified benchmark of output rates, context limits, and real monthly bills.
5 min readDeepSeek V3.2 Exp now costs $0.27 per 1M input tokens and $0.41 per 1M output tokens. See the exact price change, worked monthly bills from 10M to 1B tokens, cache discounts, and totals next to GPT-5 and Claude Sonnet 5.
6 min read
GPT-6 Astra costs $10 input and $50 output per million tokens, 2.5x GPT-5.6 Sol and above Claude. Real cost per task, long-context billing, and benchmarks.
17 min readOpenAI listed GPT-5 at $1.25 input and $10.00 output per 1M tokens. Read our detailed cost breakdown, context limits, and model comparisons.
5 min readAn analytical breakdown of DeepSeek V4 Flash 0731 pricing, context metrics, cached input rates, and operational cost comparisons.
4 min readAn analysis of Qwen3.8 Max pricing, covering API costs of $2.00 input and $6.00 output per 1M tokens, prompt caching savings, and model benchmarks.
7 min readAnalysis of Nemotron 3.5 Lightning pricing, prompt caching rates, context limits, and API cost comparisons against DeepSeek and Qwen alternatives.
6 min readA complete breakdown of Grok 4.6 pricing, xAI API costs, context limits, and rate comparisons against alternatives.
5 min readDeepSeek V4 Pro 0813 pricing details, token rates, prompt caching discounts, and monthly context cost calculations compared to industry benchmarks.
6 min readAn editor analysis of Qwen3.8 2.4T A95B pricing, prompt caching rates, contextual limits, and volume cost comparisons against alternative AI models.
5 min readAn analysis of xAI Grok 4.5 pricing, input cache savings, context window limits, and cost per 1m tokens compared to market alternatives.
5 min read
A cost-first comparison of Grok and Claude API pricing, with worked examples, break-even token volumes, and clear guidance on which model fits which workload.
14 min read
A working breakdown of Claude Opus API pricing per million tokens, including cached input, batch discounts, extended thinking, and how to forecast a monthly Anthropic bill.
12 min read
A working breakdown of Grok API pricing per million tokens, including cached input, long-context billing, tool calls, and how to forecast a monthly bill.
13 min readEvery rate is taken from the provider's own documentation and dated on the page, so you can tell how fresh a figure is before you rely on it.
Worked examples use real token volumes and request counts. We show the arithmetic instead of asking you to trust a summary number.
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