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Qwen 3 8B

Ran on 1 kind of machine here, but its speed was not recorded.

1 build of Qwen 3 8B, 1 signed run on real machines: different packagers, precisions and engines, each a different file with its own numbers.

64Kcontext proved by recall

1provider measured it

Use it in your own room Ask Evo in your gramx and it runs on a machine that proved it. On your own machines it costs you nothing.Measure it on your machine A gram works through the catalog by itself and signs every result. 1 provider has measured Qwen 3 8B; every run is a point on the providers board.Compare every build Put it beside every other model in one table: speed, price, context and the API price, one row each.

best on vllm · 1 build

proved 64K context, by qwen

How far back it remembers, machine by machine

Filled: the needle came back at that prompt size · outlined: asked and lost · blank: not asked. 0 walks ended because the model forgot, 1 because the machine could not hold the prompt.

machine · build	4K	8K	16K	32K	64K	128K	why it stopped
Gram ·a5be46 Tesla T4 · by qwen							64K this machine could not serve at 128K

Measured by

The people whose machines signed these numbers

Gram ·a5be461 run

proved by at least one build: Tool calling · Faithful to tool results · Chained tool calls · Structured output · Sustained output · Extended thinking · Reasons about code · Synthesises sources

Every build

Each its own file with its own page: the machines that ran it and their signatures.

build	engine	whose work	memory	context proved	best tok/s	machines
by qwenQwen/Qwen3-8B	vllm	qwen	—	64K	—	1