Claude Opus 4.6$11.000/MClaude Opus 4.5$33.000/MClaude Sonnet 3.7$6.600/MClaude Opus 3$33.000/MClaude 2.1$12.800/MClaude 2$12.800/MGPT-5$3.875/MGPT-4.5$97.500/MGPT-4 Turbo Preview$16.000/MGPT-4$39.000/MGPT-4-32k$78.000/Mo3$19.000/Mo3-mini$2.090/Mo4-mini$2.090/Mo1$28.500/Mo1-mini$5.700/Mo1-preview$28.500/MGemini 2.5 Pro$3.875/MGemini 1.5 Pro$2.375/MGemini 1.0 Ultra$12.000/MGemini 1.0 Pro$0.800/MPaLM 2 Bison$0.500/MPaLM 2 Unicorn$5.000/MGemma 3 27B$0.270/MGrok 3$6.600/MGrok 2$4.400/MGrok 1.5$8.000/MDeepSeek-V3$0.519/MDeepSeek-V3-0324$0.519/MDeepSeek-R1$1.042/MClaude Opus 4.6$11.000/MClaude Opus 4.5$33.000/MClaude Sonnet 3.7$6.600/MClaude Opus 3$33.000/MClaude 2.1$12.800/MClaude 2$12.800/MGPT-5$3.875/MGPT-4.5$97.500/MGPT-4 Turbo Preview$16.000/MGPT-4$39.000/MGPT-4-32k$78.000/Mo3$19.000/Mo3-mini$2.090/Mo4-mini$2.090/Mo1$28.500/Mo1-mini$5.700/Mo1-preview$28.500/MGemini 2.5 Pro$3.875/MGemini 1.5 Pro$2.375/MGemini 1.0 Ultra$12.000/MGemini 1.0 Pro$0.800/MPaLM 2 Bison$0.500/MPaLM 2 Unicorn$5.000/MGemma 3 27B$0.270/MGrok 3$6.600/MGrok 2$4.400/MGrok 1.5$8.000/MDeepSeek-V3$0.519/MDeepSeek-V3-0324$0.519/MDeepSeek-R1$1.042/M
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About · Methodology
About Tokenando

Tokenando is the strategic intelligence layer for the AI economy. We track token pricing, compute costs, and capital flows across the global AI supply chain — giving infrastructure leaders, investors, and operators the data they need to act decisively.

We built Tokenando because the AI market moves faster than any single operator can monitor. Prices change overnight. Models ship without warning. Funding rounds reshape competitive dynamics in days. Our job is to make that noise legible — systematically, transparently, and without bias.

Our flagship product, The Compute, is a daily and weekly strategic briefing for AI infrastructure decision-makers. The Index provides live token pricing across all tracked providers. The Feed surfaces the most relevant AI news as it breaks.

291+
Models Tracked
39
Providers
88
Frontier Models
30+
News Sources
24/7
Live Monitoring
Q2 2026
The Compute Launch
Methodology
Data sourcing & analytical frameworks
01
Data Sourcing
All pricing data is sourced directly from official provider API documentation and published pricing pages. We do not interpolate, estimate, or infer prices. If a provider does not publish pricing, the model is listed without a price rather than with a placeholder. Sources are cross-referenced across at least two independent documentation endpoints before publication.
02
Blended Cost Calculation
Blended cost is calculated as: (input price × 0.7) + (output price × 0.3). This weighting reflects a typical real-world API workload where prompts are shorter than completions on average. It is not a universal benchmark — workloads that are heavily output-intensive will see higher real costs. We display input and output prices separately so operators can calculate their own blended rates.
03
Update Frequency
Price data is reviewed and updated on a rolling basis as providers publish changes. The news feed aggregates from 30+ primary sources including provider blogs, industry publications, and official changelogs, refreshed every 10 minutes. Historical pricing is not currently retained — we display current prices only.
04
Model Categorisation
Models are categorised into five tiers: Frontier (state-of-the-art, highest capability), Reasoning (chain-of-thought and extended thinking), Efficient (optimised for cost and speed), Multimodal (vision and audio capabilities), and Embedding (vector generation). Categorisation is based on provider designation and corroborated by published benchmark data.
05
Coverage Scope
We track commercially available API models from 39+ providers. Open-source weights-only models without a hosted API pricing structure are excluded. Models in private beta or with non-public pricing are listed without prices. We prioritise completeness over recency — a model stays in the index until the provider officially deprecates the endpoint.
06
Independence & Conflicts
Tokenando is independently operated. We have no commercial relationships with any of the providers tracked in our index. No provider pays for placement, ranking, or featured status. Our revenue model is subscription-based (The Compute briefing). If this changes, it will be disclosed here immediately.
Get in touch

For press enquiries, data corrections, or partnership discussions, contact us at hello@tokenando.com. To register your firm for the upcoming Directory, use the Partner form on the homepage.