Cue Cloud vs OpenAI and Anthropic

Name: Cue Cloud seat
Brand: Cue Cloud
Price: 1500 USD

Coding agents burn tokens on every read, tool call, and retry. Metered APIs turn that into a climbing invoice. Cue Cloud is a ceiling: $1,500/mo · unlimited coding tokens for that user.

Same published list-price math as Pricing. No invented SLAs.

Full pricing Watch a session →

01 · The ceiling

A flat seat is a ceiling. A meter is not.

IDE agents re-read repos, call tools, retry, and hold long context. On OpenAI or Anthropic that is usage OpEx with no ceiling. On Cue Cloud it is still one flat seat for that engineer.

02 · One session

One heavy agent session

Illustrative turn costs climb on metered APIs. Cue stays $1,500/seat/mo flat. Same loop on both sides.

simulate agent loop

Metered frontier

OpenAI / Anthropic · $/MTok

waiting to start…

invoice$0

then metered costs · every turn adds $

Cue Cloud

Mac Studios · flat seat

waiting to start…

seat$0

upfront once · every turn +$0

Illustrative turn costs for one heavy agent session. Not a live invoice. Upfront cost first, then the same loop on both sides. Full monthly math on seats.

03 · Scoreboard

vs OpenAI and Anthropic

Anthropic · Opus 4.8 at $5/$25 per MTok · OpenAI · GPT-5.5 at $5/$30 per MTok. Cue stays $1,500 flat.

Dimension	Cue Cloud	Anthropic	OpenAI
Price shape	$1,500 / seat / mo flat	$5 / MTok in · $25 / MTok out	$5 / MTok in · $30 / MTok out
Token bill	Unlimited for that user	Scales with every turn	Scales with every turn
Agent loops	Same flat seat	Cost grows with tools + context	Cost grows with tools + context
Forecast	Fixed OpEx per engineer	Unbounded unless you cap	Unbounded unless you cap
Weights	Open Hub models we deploy	Anthropic closed weights	OpenAI closed weights
Identity	cue_… key per seat	Org / workspace keys	Org / project keys

04 · Monthly receipts

Pick an intensity

Published Anthropic Opus 4.8 and OpenAI GPT-5.5 list rates · 70/30 input/output blend · one user. Cards match /product/pricing.

Agent-heavy

Long sessions, big repos, lots of tool turns.

250Mtokens / mo

Cue Cloud$1,500

Anthropic$2,750

OpenAI$3,125

$1,250 savings vs Anthropic
$1,625 savings vs OpenAI

70/30 blend → $11/MTok Anthropic · $12.5/MTok OpenAI. Cue always $1,500.

Calculated from published OpenAI and Anthropic list prices with a fixed blend — not a guarantee of any one invoice (caching, batch, and harness overhead move real bills). The point holds: usage-based spend climbs; Cue does not.

05 · Break-even

Where the flat seat wins

Past ~136M blended tokens/mo on Anthropic (sooner on OpenAI at $12.5/MTok), the Cue seat wins on dollars alone, plus open weights on hardware we operate. See models and api.

~136Mtokens / mo · Anthropic blend break-even vs $1,500 seat

06 · Get a seat

$1,500/mo · unlimited coding tokens

CueCode or your IDE via the API. Same fleet either way.

Seat FAQ Architecture