Google
Gemini Embedding 2
Gemini Embedding 2 is an embedding model by Google for converting text into vector representations, useful for semantic search and retrieval. It has a 8K token context window. Access Gemini Embedding 2 through Inworld Router with OpenAI SDK compatibility, built-in failover, and intelligent routing across providers.
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Step 1 — Create Router
curl --location 'https://api.inworld.ai/router/v1/routers' \
--header 'Authorization: Basic <your-api-key>' \
--header 'Content-Type: application/json' \
--data '{
"name": "compare-frontier-models",
"defaultRoute": {
"route_id": "default",
"variants": [
{
"variant": {
"variant_id": "google-vertex/gemini-embedding-2-a",
"model_id": "google-vertex/gemini-embedding-2"
},
"weight": 33
},
{
"variant": {
"variant_id": "google-ai-studio/gemini-2.0-flash-b",
"model_id": "google-ai-studio/gemini-2.0-flash"
},
"weight": 33
},
{
"variant": {
"variant_id": "google-ai-studio/gemini-2.0-flash-001-c",
"model_id": "google-ai-studio/gemini-2.0-flash-001"
},
"weight": 34
}
]
}
}'Step 2 — Chat Completion
curl --location 'https://api.inworld.ai/v1/chat/completions' \
--header 'Authorization: Basic <your-api-key>' \
--header 'Content-Type: application/json' \
--data '{
"model": "inworld/compare-frontier-models",
"messages": [{"role": "user", "content": "Hello!"}]
}'Gemini Embedding 2 pricing and providers
Access Gemini Embedding 2 through Google Vertex via Inworld Router or Realtime API. By using the AI provider(s) below you acknowledge you reviewed and agree to their terms listed in the Legal section under the AI provider's name.
| Capabilities | Input modalities | Output modalities | |||||
|---|---|---|---|---|---|---|---|
 Google Vertex | 8.2K | — | $0.20 | — | — |
Other Google models available through Inworld
Compare Gemini Embedding 2 with other Google models available through Inworld Router or Realtime API.
| Capabilities | Input modalities | Output modalities | Inference provider | |||||
|---|---|---|---|---|---|---|---|---|
| Gemini 2.0 Flash | 1M | 8.2K | $0.10 | $0.40 | +2 | |||
| Gemini 2.0 Flash 001 | 1M | 8.2K | $0.15 | $0.60 | +2 | |||
| Gemini 2.0 Flash Lite | 1M | 8.2K | $0.075 | $0.30 | +2 | |||
| Gemini 2.0 Flash Lite 001 | 1M | 8.2K | $0.075 | $0.30 | +2 | |||
| Gemini 2.5 Flash | 1M | 65.5K | $0.30 | $2.50 | +4 | |||
| Gemini 2.5 Flash Image | 32.8K | 32.8K | $0.30 | $2.50 | +1 | |||
| Gemini 2.5 Flash Lite | 1M | 65.5K | $0.10 | $0.40 | +4 | |||
| Gemini 2.5 Flash Lite Preview 09 2025 | 1M | 65.5K | $0.10 | $0.40 | +4 | |||
| Gemini 2.5 PRO | 1M | 65.5K | $1.25 | $10.00 | +4 | |||
| Gemini 3 Flash Preview | 1M | 65.5K | $0.50 | $3.00 | +4 | |||
| Gemini 3 PRO Image Preview | 65.5K | 32.8K | $2.00 | $12.00 | +1 | |||
| Gemini 3.1 Flash Image Preview | 65.5K | 32.8K | $0.50 | $3.00 | +1 | |||
| Gemini 3.1 Flash Lite | — | — | $0.25 | $1.50 | — | |||
| Gemini 3.1 Flash Lite Preview | 1M | 65.5K | $0.25 | $1.50 | +4 | |||
| Gemini 3.1 PRO Preview | 1M | 65.5K | $2.00 | $12.00 | +4 | |||
| Gemini 3.1 PRO Preview Customtools | 1M | 65.5K | $2.00 | $12.00 | +4 | |||
| Gemini Flash Latest | 1M | 65.5K | $0.30 | $2.50 | +4 | |||
| Gemini Flash Lite Latest | 1M | 65.5K | $0.10 | $0.40 | +4 | |||
| Gemini PRO Latest | 1M | 65.5K | $1.25 | $10.00 | +4 | |||
| Gemma 3 12b | 131.1K | 131.1K | $0.04 | $0.13 | ||||
| Gemma 3 27b | 131.1K | 131.1K | $0.08 | $0.16 | ||||
| Gemma 3 4b | 131.1K | 131.1K | $0.04 | $0.08 | ||||
| Gemma 4 26b A4b | — | — | $0.07 | $0.34 | — | |||
| Gemma 4 31b | — | — | $0.13 | $0.38 | — | |||
| Google/gemini 3.1 Flash Lite | — | — | $0.25 | $1.50 | — | |||
| Google/gemini 3.1 PRO | — | — | $2.00 | $12.00 | — |
Start building with Gemini Embedding 2
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