Chroma alternatives in 2026

32 similar tools from Surba's catalog. Chroma charges by usage, so what you pay depends on volume: compare each one's fees for the volume you expect.

Alternatives

Chroma vs 32 alternatives

Chroma and its alternatives, cheapest first for a team of 10
#Tool10 people / mo
—ChromaBenchmarkTeam · $250/mo—
1OpenAI APIPay as you use—
2Together AIPay as you use—
3Anthropic APIPay as you use—
4CohereModel Vault Small · $2,000/mo—
5Google Gemini APIPay as you use—
6WriterPay as you use—
7PineconeBuilder · $20/mo—
8VapiCore · $29/mo—
9WeaviateFlex · $45/mo—
10Retell AIPay as you use—
11Fireworks AIPay as you use—
12ReplicatePay as you use—
13Sarvam AIPro · $113.63/mo—
14SpeechmaticsSubscription $10 · $10/mo—
15Bland AIBuild · $299/mo—
16DeepgramGrowth · $333.33/mo—
17Zilliz CloudEnterprise (Dedicated) · $197/mo—
18AssemblyAIPay as you use—
19QodoPro Team · $30/mo—
20GroqPay as you use—
21Resemble AITeam · $350/mo—
22Black Forest LabsPay as you use—
23DeepSeek APIPay as you use—
24KrutrimPay as you use—
25Stability AIPay as you use—
26Z.aiPay as you use—
27MiniMax (Hailuo AI)Audio Starter · $5/mo—
28You.comPay as you use—
29OpenRouterPay as you use—
30AI21 LabsPay as you use—
31UpstagePay as you use—
32xAI APIPay as you use—

Usage-based tools publish per-transaction or per-unit fees rather than a monthly list price, so they aren't ranked. Features and coverage differ between tools.

FAQ

Chroma alternatives: questions

Is there a free alternative to Chroma?

None of the alternatives in Surba's catalog list a free plan.

Switching tools? Know what you're paying for.

Surba tracks Chroma and its replacement side by side, reminds you before either renews, and shows the whole stack's cost in your currency.