Live benchmark snapshot
Input / 1K
$0.0300
Prompt tokens
Output / 1K
$0.0600
Completion tokens
Input / 1M
$30.0000
Large-volume planning
Catalog models
144
Current pricing catalog size
llm pricing comparison
LLM Pricing Comparison: OpenAI, Anthropic, Gemini
llm pricing comparison pages attract high-intent evaluation traffic. This page combines live benchmarks with actionable workflow steps.
Turn this intent into an implementation plan: benchmark live pricing, model request cost, and set production alerts.
Proof from the product
Real UI snapshot from AI Cost Board used in production workflows.
Compare model cost scenarios before routing production traffic.
Operational rollout focus
- • Start with one production workflow and one owner before scaling instrumentation across teams.
- • Track cost, usage, latency, and errors together so the first dashboard supports real tradeoff decisions.
- • Use request logs to explain spikes and validate alert thresholds before expanding coverage.
Common cost drivers to monitor
- • Retries and fallback loops can multiply spend even when token pricing looks cheap.
- • Prompt/context growth silently increases input token cost over time.
- • Latency regressions often correlate with retries and timeout-driven duplicate requests.
Recommended next steps
- • Instrument one workflow with project tags and request logs.
- • Build a baseline dashboard for cost, usage, latency, and errors.
- • Add alerts and a weekly review cadence before scaling to more teams.
Last updated: Mar 5, 2026, 04:00 AM
| Provider | Model | Input $/1M | Output $/1M | Action |
|---|---|---|---|---|
| OpenAI | gpt-4-1-nano | $0.1000 | $0.4000 | Open calculator |
| OpenAI | gpt-4o-mini | $0.1500 | $0.6000 | Open calculator |
| OpenAI | gpt-4-1-mini | $0.4000 | $1.6000 | Open calculator |
| OpenAI | gpt-4-1 | $2.0000 | $8.0000 | Open calculator |
| OpenAI | gpt-4o | $2.5000 | $10.0000 | Open calculator |
| OpenAI | gpt-4o-2024-08-06 | $2.5000 | $10.0000 | Open calculator |
| OpenAI | gpt-4o-2024-05-13 | $5.0000 | $15.0000 | Open calculator |
| OpenAI | gpt-4o-chatgpt | $5.0000 | $15.0000 | Open calculator |
| OpenAI | gpt-4o-chatgpt-03-25 | $5.0000 | $15.0000 | Open calculator |
| OpenAI | gpt-4-turbo | $10.0000 | $30.0000 | Open calculator |
| OpenAI | gpt-4 | $30.0000 | $60.0000 | Open calculator |
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If you want ongoing tracking by project/provider, continue in the dashboard.
Frequently asked questions
How can I operationalize "llm pricing comparison" for production?
Start with side-by-side benchmarks and lock one decision framework for your team.
What metric should I track first?
Track cost per successful request and daily burn rate. This exposes high-impact optimization opportunities quickly.
How does AI Cost Board help beyond one-off estimates?
It adds provider-level analytics and automated budget alerts.
Related pages
Track real costs with AI Cost Board
Move from one-off estimates to project-level cost, token, latency, and error tracking with alerts.
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