Qwen3 Embedding 8B vs text-embedding-ada-002: API price and specs

Qwen3 Embedding 8B is 88% cheaper than text-embedding-ada-002 on input price.

Qwen3 Embedding 8B is 87% cheaper than text-embedding-ada-002 on output price.

Qwen3 Embedding 8B is 87% cheaper than text-embedding-ada-002 on a 1M-in / 200k-out workload.

Qwen3 Embedding 8B has a 400% larger context than text-embedding-ada-002.

Field	Qwen3 Embedding 8B	text-embedding-ada-002
Lowest input, per 1M	$0.01	$0.08 +700%
Median input, per 1M	$0.01055	$0.10 +847.9%
Lowest output, per 1M	$0.01049	$0.08 +662.6%
Median output, per 1M	$0.01049	$0.09 +757.9%
Lowest unit price	$0.001118 / request	—
Cost of 1M in + 200k out	$0.0121	$0.096 +693.5%
Context	41K	8K +80%
Max output	33K	2K +95.3%
Providers	14	7 +50%
Regions	—	—
Accepts	text	text
Returns	embedding, embeddings, text, vector	text, vector
Type	Embeddings	Embeddings
Free option	no	no
Cheapest provider	deepinfra	cometapi

Your own workload: how many tokens the model gets (input) and gives back (output) - for example, in a month. The "Cost" row of the table above is recalculated for these numbers, for each model.

Computed from current offers each time the page opens; the best value of a row is bold, the percent is how far behind the best.

Providers selling both

aihubmix, fastrouter, trustedrouter, vercel

Frequently asked questions

Which is cheaper, Qwen3 Embedding 8B or text-embedding-ada-002?

Qwen3 Embedding 8B is 88% cheaper than text-embedding-ada-002 on input price. Qwen3 Embedding 8B is 87% cheaper than text-embedding-ada-002 on output price. Qwen3 Embedding 8B is 87% cheaper than text-embedding-ada-002 on a 1M-in / 200k-out workload.

Which has the larger context, Qwen3 Embedding 8B or text-embedding-ada-002?

Qwen3 Embedding 8B: 41K tokens; text-embedding-ada-002: 8K tokens.

Where can I use both Qwen3 Embedding 8B and text-embedding-ada-002?

aihubmix, fastrouter, trustedrouter, vercel