Embedding API · decision tool
Google Gemini Embedding 2 (multimodal) alternatives — ranked for your stack
Leaving Google Gemini Embedding 2 (multimodal)? The other embedding API options ranked at your usage, budget and constraints with verified dated pricing — plus when Google Gemini Embedding 2 (multimodal) is still the right call.
Prices verified 2026-07-17 against official pricing pages · fit weights are our estimates (see methodology) · share the URL to share your configuration
As of Jul 2026, with 100M tokens embedded/month, a $50 budget for this slot, Google Gemini Embedding ranks first for these inputs at 80% fit and a StackSays-estimated $15.00/month (Voyage 3 Lite: 71% fit, $2.00/month). Fit weights are our estimates; prices trace to official pages. Change any input below and the verdict recomputes.
Your situation
The verdict updates as you move these.
Clear pick for your inputs
Hyperscaler embedding with a free tier — $0.15 per 1M tokens paid
vs Voyage 3 Lite: fit 80% against 71%, est $15.00 against $2.00 per month
Comparing 4 tools head-to-head. Open the full field (5 options) →
The decision, in plain words
For a solo builder at 100M tokens embedded/month and a $50.00/mo budget for the embedding API slot, Google Gemini Embedding leads at 80% fit and $15.00/mo. The two rules doing the work: budget fit (~$15/mo is 30% of your $50/mo budget); ecosystem maturity (established — our estimate from ecosystem age, docs and hiring pool).
The gap to Voyage 3 Lite (71% fit) is wide at these inputs — you'd need to change your requirements, not your taste, to flip it.
Honest weak spot of the pick: no free tier — paying from day one.
Generated from the calculation above — every number traces to the sourced data; nothing here is written by an AI making things up.
Why Google Gemini Embedding scores 80%
How the $15.00/mo estimate is calculated
What could change this verdict
Cost risk
Official prices verified 2026-07-17; calculation is deterministic code over those prices.
At a glance
| Tool | Free tier | Paid entry | Verified |
|---|---|---|---|
| Voyage 3 Lite | No free tier | Pay-as-you-go — No free token allowance on the voyage-3 generation | 2026-07-17 |
| Voyage 3 | No free tier | Pay-as-you-go — No free token allowance | 2026-07-17 |
| Voyage 3 Large | No free tier | Pay-as-you-go — No free token allowance | 2026-07-17 |
| Google Gemini Embedding | No free tier | Pay-as-you-go — A free tier is available (rate-limited) before paid usage | 2026-07-17 |
Data sources
| Tool | Source | Verified |
|---|---|---|
| Voyage 3 Lite | Voyage AI pricing (official) | 2026-07-17 |
| Voyage 3 | Voyage AI pricing (official) | 2026-07-17 |
| Voyage 3 Large | Voyage AI pricing (official) | 2026-07-17 |
| Google Gemini Embedding | Google Gemini API pricing (official) | 2026-07-17 |
A monitor re-checks these pages for changes; when a vendor moves a price, the date updates and every verdict recomputes.