AI price history · one source

What AI used to cost — and what it costs now.

One consistent place to see how AI prices have moved, across text and creative work. The numbers live here; the why lives on our two sister sites.

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Text & token pricing

Per 1M tokens (input / output). Representative standard list rates from OpenAI, Anthropic, Google Gemini and DeepSeek, checked 9 Sep 2026 against TokenScale’s nightly checked record, which marks any carried observation. Active promotions are excluded here. The complete market is the 22-provider, 66-tier table on TokenScale.

Snapshot: standard list rates

ModelInputOutput
Claude Fable 5.1 officialAnthropic$10.00$50.00
GPT-5.6 Sol officialOpenAI$5.00$30.00
GPT-5.6 Terra officialOpenAI$2.00$12.00
Pro 3.1 officialGoogle Gemini$2.00$12.00
Claude Sonnet 5 officialAnthropic$2.00$10.00
Flash 3.6 officialGoogle Gemini$1.50$7.50
V4 Pro · peak rate officialDeepSeek$1.32$3.96
Claude Haiku 4.5 officialAnthropic$1.00$5.00
V4 Flash · peak rate officialDeepSeek$0.44$1.32
Flash-Lite 3.5 officialGoogle Gemini$0.30$2.50
GPT-5.6 Luna officialOpenAI$0.20$1.20

The trend — input $ / 1M tokens over time

AI price trendMar '23 GPT-4 $30 to Jul '26 Claude Fable 5 $10; Mar '23 GPT-3.5 $0.5 to Aug '26 GPT-5.6 Luna $0.2
Frontier flagship Cheapest capable

Log scale. Flagship input fell from $30 for GPT‑4 in March 2023, then rose at the newest frontier: Claude Fable 5 is $10.00 per 1M input tokens. The budget record is not a straight line either. Gemini Flash-Lite moved from $0.10 to $0.30 in July 2026. An unsupported OpenAI Luna $0.20 reading was withdrawn on 11 August; a fresh official same-model repricing on 12 August then set Luna to $0.20. Both events remain in Price Moves.

Why did a token ever cost that — and why is "cheap" so confusing? TokenScale explains it in real reading.

TokenScale →

Image, video & audio pricing

Representative cost per usable unit — one image, one second of video, one minute of voice. These creative rates still carry PixelScale’s June 2026 snapshot, they were not part of the 8 August text refresh, so treat them as older than the table above.

Snapshot: June 2026 creative rates, not current

ModelUnitPrice
Imagen 4 Fast officialGoogleper image$0.020
FLUX 1.1 Pro officialBlack Forest Labsper image$0.040
GPT Image 1.5 est.OpenAIper image$0.040
Midjourney Std est.Midjourneyper image$0.035
Veo 3.1 Fast officialGoogleper second$0.100
Sora 2 officialOpenAIper second$0.100
Gen-4 Turbo officialRunwayper second$0.050
Dream Machine est.Lumaper second$0.080
Multilingual v2 est.ElevenLabsper min voice$0.160

The trend — video $ / second (Veo, illustrative)

AI price trendStd $0.40 $0.4 to Lite $0.05 $0.05$0.40$0.10$0.05

Illustrative, Google Veo 3.1 tiers (public pricing + creator reports, June 2026). Some API rates fell even as subscription plans felt tighter — the unit changed, not just the number.

One final image is rarely one generation. PixelScale shows the real project cost after retries, upscales and edits.

PixelScale →
~200×

cheaper to reach GPT‑4‑class text in three years

GPT‑4 launched at $30 / $60 per 1M tokens in March 2023. A capable budget model now runs $0.20 per 1M input (GPT-5.6 Luna), a 150× drop. Go past the frontier labs and TokenScale's floor across all 22 providers is $0.02 per 1M (Llama 3.1 8B on DeepInfra), which is 1,500×.

GPT‑4 input (Mar 2023)$30.00 / 1M
Budget capable today$0.20 / 1M
Frontier flagship today$10.00 / 1M

The twist worth remembering: the very newest flagships have started ticking up again. Cheaper isn't a straight line — it depends entirely on which tier you pick.

This comparison has changed as current models changed. Nothing about 2023 was rewritten. The present 150× figure compares GPT-4's $30 launch input rate with GPT-5.6 Luna's current $0.20 input rate; lower specialist and hosted-open-model rates exist elsewhere in TokenScale's complete board.

How to read this

OfficialFigures tagged official come from published provider pricing pages.
EstimateTagged est. where a provider meters in credits, plans or compute — converted to a representative per‑unit price.
FloorThese are list prices — the no‑retry floor. Real creative cost includes the retries; that's PixelScale's whole point.
Moves fastAI pricing changes monthly. Spotted something wrong? Email the model, rate and source: projectsbilton@gmail.com.

Text list rates: OpenAI API pricing · Anthropic / Claude pricing · Google Gemini API pricing · DeepSeek API pricing, via TokenScale’s nightly check. Active promotions are excluded. DeepSeek rows use the labelled peak rate; off-peak is 50% lower outside 01:00–04:00 and 06:00–10:00 UTC, Monday through Friday, with weekends and all other hours off-peak. Creative rates: Black Forest Labs · Runway · ElevenLabs · public provider docs and creator reports, checked June 2026 and not yet re-verified.