inference-bot
d7e057386d
Records the announced table, our current applied costs, and the two models we serve. apertus-70b input rises 152% and qwen3.5-122b input falls 40%; until the gateway costs are updated we under-bill apertus by ~70c/M and over-bill qwen by ~46c/M. Also documents that regolo/qwen-image prices EUR as USD with no conversion.
3.0 KiB
Regolo pricing: what changed, and where our numbers live
Source: Regolo's announcement email (link goes to their SSO portal, so the tables below are entered by hand) plus their public pricing page.
Effective 2026-11-01 (from the notice email), EUR per 1M tokens
| model | input | output |
|---|---|---|
| gpt-oss-20b | €0.10 | €0.20 |
| qwen3.5-9b | €0.10 | €0.20 |
| brick-complexity-pro (SEMANTIC SMART ROUTER) | €0.10 | €0.20 |
| gpt-oss-120b | €0.20 | €0.70 |
| mistral-small-4-119b | €0.20 | €0.70 |
| gemma4-31b | €0.40 | €0.60 |
| qwen3.8-27b | €0.50 | €3.40 |
| qwen3.5-122b | €0.60 | €3.40 |
| apertus-70b | €1.00 | €3.40 |
| glm5.2 | €2.30 | €6.90 |
Before (public pricing page, read 2026-10-31), EUR per 1M tokens
apertus-70b €0.40 / €2.10 · qwen3.5-122b €1.00 / €4.20 · gpt-oss-120b €1.00 / €4.20 · gpt-oss-20b €0.10 / €0.42 · gemma4-31b €0.40 / €2.10 · glm5.2 €2.00 / €5.20 · mistral-small-4-119b €0.50 / €2.10 · qwen3.8-27b €0.50 / €2.10 · qwen3.5-9b €0.07 / €0.35 · brick-complexity-pro €0.10 / €0.40 · brick-v1-beta €0.00 / €0.00
Image generation, unchanged by the notice: €0.000000015 per pixel (with the subscription note: Qwen-Image is not included in any plan).
What we serve, and the change it needs
Peg: EUR x 1.16 -> USD, the rate our numbers already use.
| our model | old USD/M | new USD/M (from 2026-11-01) | direction |
|---|---|---|---|
| regolo/apertus-70b | $0.46 / $2.44 | $1.16 / $3.94 | input +152%, output +62% |
| regolo/qwen3.5-122b | $1.16 / $4.87 | $0.70 / $3.94 | input -40%, output -19% |
Until the gateway is updated, apertus bills $0.46/M input while costing ~$1.16/M — a ~70 cent/M loss on the co-op — and qwen over-bills members by ~46 cents/M input. Both directions argue for updating promptly rather than waiting.
Where the numbers live
The gateway's per-model costs are the authority, and they are what the response headers
(x-litellm-response-cost, shipped 2026-10-31) and member billing both read. Read them with
GET https://gateway.inference.coop/model/info (master key): as of 2026-10-31,
regolo/apertus-70b = 4.6e-07 / 2.44e-06 and regolo/qwen3.5-122b = 1.16e-06 / 4.87e-06
per token. Member-facing copy is docs/models.md.
Open inconsistency: the image model is priced in EUR-as-USD
regolo/qwen-image carries no input/output cost, and a live 512x512 call billed
$0.00393216 — which is 262,144 px x EUR 0.000000015, i.e. the EUR figure applied as if it
were dollars. The two chat models convert at 1.16; the image model does not, so it is 15.5%
under cost. Small per image ($0.0007), but it is the same class of error as the chat prices and
should be fixed in the same pass (x 1.16 -> $0.0000000174 per pixel).
Process note
Keep a dated section per notice. The next change should be a diff against this file rather than a re-derivation — the email link is a login wall, so the numbers only reach us when the operator forwards them.