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Compute points vs transparent credits
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LLM Gateway Chat vs Poe

Multi-model aggregator with a confusing points system

TL;DR

Poe pioneered multi-model chat and has huge breadth, including user-built bots and group chats. Its weak point, by far the most common complaint, is the compute-points system: every model costs a different, hard-to-predict number of points, nothing rolls over, and frontier models drain your balance fast. LLM Gateway Chat is also one balance across every model, but priced as transparent credits at provider rates.

LLM Gateway Chat vs Poe at a glance

Feature
LLM Gateway Chat
Poe
Models
280+ across every major provider
100+ models plus user-built bots
How usage is metered
Credits at provider rates — you see the real cost per message
Compute points that vary per model and are hard to budget
Credit value
2.5× value on Plus — $19 becomes $47.50
Points priced opaquely; frontier models burn thousands each
When you run out
Pay-as-you-go top-ups take over — never expire
Wait for reset or buy add-on points (about $30 per million)
Rollover
Monthly credits reset; top-ups never expire
No rollover on any tier
Media generation
Image, video, and audio models built in
Image, video, and voice models (also priced in points)
Group chat / comparison
Yes — one prompt to many models
Yes — group chats across models and bots
Custom bots
Not the focus — straight model access
Yes — large creator ecosystem

How they compare, in depth

How you pay

LLM Gateway Chat

Credits are denominated in real money at provider rates. You see what each message costs and what's left. The mental model is simple: a dollar of credit buys a dollar of inference, and Plus gives you 2.5× the dollars you pay.

Poe

Poe charges in compute points. A budget model might cost a few points; a frontier model can cost thousands per message; a large file analysis tens of thousands. Predicting how long a month's allotment lasts is genuinely hard, which is the single most common Poe complaint.

Bottom line: If you've ever been surprised by how fast Poe points vanish, transparent credits fix exactly that.

Running out

LLM Gateway Chat

When monthly credits are spent, pay-as-you-go top-ups kick in automatically and never expire. You're never forced to stop mid-task.

Poe

When points run out you wait for the reset, upgrade a tier, or buy add-on points at roughly $30 per million. Nothing rolls over.

Bottom line: Both are one balance for many models; LLM Gateway Chat's balance is predictable and has a fallback.

Breadth and bots

LLM Gateway Chat

The focus is direct, fast access to 280+ first-party models with image, video, and audio generation and side-by-side comparison.

Poe

Poe's real edge is its ecosystem: millions of user-created bots, creator monetization, and large group chats. If that ecosystem is why you're there, it's a genuine strength.

Bottom line: Want a bot marketplace? Poe wins. Want clean, predictable access to the models themselves? That's us.

Choose Poe if

  • You love Poe's custom bots and creator ecosystem
  • You run big multi-bot group chats
  • You're comfortable managing the points system

Choose LLM Gateway Chat if

  • You're tired of guessing how many messages your points buy
  • You want credits priced in real money at provider rates
  • You want a top-up fallback so you never hit a hard stop
  • You want 2.5× credit value rather than opaque per-model pricing

Looking for a Poe alternative?

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Switching is easy

Bring the same habit — one balance, every model — minus the points math. Sign in at chat.llmgateway.io, and instead of translating messages into points, you spend credits priced at provider rates with each message's cost shown plainly.

One subscription, up to 3× the credits

Starter2× value
$9/mo

$18 in credits at provider rates

Most models

Plus2.5× value
$19/mo

$47.50 in credits at provider rates

Every frontier model

Pro3× value
$49/mo

$147 in credits at provider rates

Best value at volume

Credits reset each cycle. Pay-as-you-go top-ups never expire and act as a fallback. Starter excludes frontier models (Opus, GPT-5, Gemini 2.5 Pro, Grok 4); Plus and Pro include everything.

LLM Gateway Chat vs Poe FAQ

How is LLM Gateway Chat different from Poe?

Both give you many models on one balance. The difference is the meter: Poe uses compute points that vary per model and don't roll over, while LLM Gateway Chat uses credits priced at real provider rates, shown per message, with pay-as-you-go top-ups as a fallback.

Does it have as many models as Poe?

It includes 280+ first-party models across every major provider. Poe adds a large catalog of user-built bots on top; if a creator bot ecosystem is what you want, Poe is stronger there.

Will I run out as fast as I do on Poe?

Plus gives you 2.5× your spend in credits at provider rates, and when monthly credits are gone, top-ups that never expire keep you going — so there's no hard stop the way there is when Poe points run out.

Can I do group chats like Poe?

Yes. Group chat sends one prompt to multiple models at once so you can compare answers side by side.

Every model. One subscription.

Chat with 280+ models — GPT, Claude, Gemini, Grok and more — from a single credit balance. Switch models mid-conversation.

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