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OpenAI vs Anthropic vs Google API Pricing Watch

Track the cost impact of major AI API pricing movements and compare providers with AICostLabs calculators.

Published 2026-04-21 · Updated 2026-04-21

Summary

Provider pricing changes can alter margins quickly for AI products.
Compare the same workload across providers rather than comparing list prices alone.
Input-heavy and output-heavy workflows can rank providers differently.

What changed

AI teams increasingly need provider comparison pages tied to real workload assumptions.

The relevant question is not only which model is cheaper, but which model is cheaper for a specific workflow.

Batch pricing, caching, and context length can change the effective price.

Impact

SaaS founders should rerun provider comparisons before launching new pricing tiers.

Developers can route simple requests to cheaper models and reserve premium models for difficult tasks.

Procurement teams should compare monthly usage scenarios, not isolated token rates.

Interactive tool

Compare model pricing

Use presets, share the exact inputs, and scan the live breakdown.

Input tokens per requestExpected answer tokensSample requests

GPT-5.5OpenAI$5.00$30.00$25.00

GPT-5.5 ProOpenAI$30.00$180.00$150.00

GPT-5.4OpenAI$2.50$15.00$12.50

GPT-5.4 miniOpenAI$0.75$4.50$3.75

GPT-5.4 nanoOpenAI$0.20$1.25$1.03

Claude Opus 4.7Anthropic$5.00$25.00$22.50

Claude Sonnet 4.6Anthropic$3.00$15.00$13.50

Claude Haiku 4.5Anthropic$1.00$5.00$4.50

Gemini 3.1 Pro PreviewGoogle$2.00$12.00$10.00

Gemini 3.1 Flash-Lite PreviewGoogle$0.25$1.50$1.25

Gemini 3 Flash PreviewGoogle$0.50$3.00$2.50

Grok 4.20 ReasoningxAI$2.00$6.00$7.00

DeepSeek V4 FlashDeepSeekCheapest$0.14$0.28$0.42

Examples

Chatbot workload

1,000 requests with 2,000 input tokens and 500 answer tokens.

Bulk classification

50,000 short-output requests where input price matters most.

Estimates use text token pricing and do not include discounts, taxes, images, audio, or tool fees.

Comparison block

Best for

Provider benchmarking

Main risk

Ignoring workload shape

Calculator

AI Pricing Comparison Tool

FAQ

Is the cheapest provider always the best choice?

No. Latency, quality, reliability, context length, and tooling can be worth paying for. Compare costs after defining the workload.

How often should I compare providers?

Recheck pricing when usage grows, when providers announce changes, or when a new model becomes part of your product path.