Documentation Index
Fetch the complete documentation index at: https://docs.lumiqtrace.com/llms.txt
Use this file to discover all available pages before exploring further.
The LumiqTrace SDK computes cost_usd client-side using a built-in pricing table. This page lists all models currently in that table. If you use a model not listed here, cost_usd will be 0 — see Unsupported models for how to handle this.
Pricing in this table reflects public list prices as of the documentation date. Provider prices change regularly. LumiqTrace updates the SDK pricing table with each release. To get the latest rates, update to the newest SDK version.
OpenAI
| Model | Input (per 1M tokens) | Output (per 1M tokens) | Cached input |
|---|
gpt-4o | $2.50 | $10.00 | $1.25 |
gpt-4o-2024-08-06 | $2.50 | $10.00 | $1.25 |
gpt-4o-mini | $0.15 | $0.60 | $0.075 |
gpt-4o-mini-2024-07-18 | $0.15 | $0.60 | $0.075 |
gpt-4-turbo | $10.00 | $30.00 | — |
gpt-4-turbo-2024-04-09 | $10.00 | $30.00 | — |
gpt-3.5-turbo | $0.50 | $1.50 | — |
o1 | $15.00 | $60.00 | $7.50 |
o1-mini | $3.00 | $12.00 | $1.50 |
o3-mini | $1.10 | $4.40 | $0.55 |
text-embedding-3-small | $0.02 | — | — |
text-embedding-3-large | $0.13 | — | — |
text-embedding-ada-002 | $0.10 | — | — |
Anthropic
| Model | Input (per 1M tokens) | Output (per 1M tokens) | Cache read | Cache write |
|---|
claude-opus-4-7 | $15.00 | $75.00 | $1.50 | $18.75 |
claude-sonnet-4-6 | $3.00 | $15.00 | $0.30 | $3.75 |
claude-haiku-4-5-20251001 | $0.80 | $4.00 | $0.08 | $1.00 |
claude-3-5-sonnet-20241022 | $3.00 | $15.00 | $0.30 | $3.75 |
claude-3-5-haiku-20241022 | $0.80 | $4.00 | $0.08 | $1.00 |
claude-3-opus-20240229 | $15.00 | $75.00 | $1.50 | $18.75 |
Google Gemini
| Model | Input (per 1M tokens) | Output (per 1M tokens) | Cached input |
|---|
gemini-2.5-pro | $1.25 | $10.00 | $0.31 |
gemini-2.5-flash | $0.075 | $0.30 | $0.019 |
gemini-1.5-pro | $1.25 | $5.00 | $0.31 |
gemini-1.5-flash | $0.075 | $0.30 | $0.019 |
gemini-1.0-pro | $0.50 | $1.50 | — |
AWS Bedrock
| Model | Input (per 1M tokens) | Output (per 1M tokens) |
|---|
amazon.nova-lite-v1:0 | $0.06 | $0.24 |
amazon.nova-micro-v1:0 | $0.035 | $0.14 |
amazon.nova-pro-v1:0 | $0.80 | $3.20 |
amazon.titan-text-express-v1 | $0.20 | $0.60 |
amazon.titan-text-lite-v1 | $0.15 | $0.20 |
Mistral
| Model | Input (per 1M tokens) | Output (per 1M tokens) |
|---|
mistral-large-latest | $2.00 | $6.00 |
mistral-small-latest | $0.20 | $0.60 |
mistral-7b-instruct | $0.25 | $0.25 |
mixtral-8x7b-instruct | $0.70 | $0.70 |
Groq (hosted models)
| Model | Input (per 1M tokens) | Output (per 1M tokens) |
|---|
llama-3.3-70b-versatile | $0.59 | $0.79 |
llama-3.1-8b-instant | $0.05 | $0.08 |
mixtral-8x7b-32768 | $0.24 | $0.24 |
gemma2-9b-it | $0.20 | $0.20 |
Unsupported models
If your model is not in the table, the SDK sets cost_usd: 0 and logs a warning at debug level. Your traces will still appear in the dashboard — only the cost column will be blank.
To add cost tracking for an unsupported model, you have two options:
Option 1 — Compute and pass cost manually:
const response = await myCustomModel.complete(prompt);
const { span } = startSpan({
name: "custom-model-call",
model: "my-custom-model",
provider: "custom",
});
await span.end({
status: "success",
input_tokens: response.usage.input,
output_tokens: response.usage.output,
cost_usd: (response.usage.input * 0.002 + response.usage.output * 0.006) / 1000,
});
Cached token pricing
Cached tokens are billed at a reduced rate when the model provider serves them from its prompt cache. LumiqTrace extracts cached token counts automatically:
- OpenAI:
response.usage.prompt_tokens_details.cached_tokens
- Anthropic:
response.usage.cache_read_input_tokens
- Google:
response.usageMetadata.cachedContentTokenCount
The cost formula used by the SDK:
cost_usd = (input_tokens × input_price
+ output_tokens × output_price
+ cached_tokens × cached_price) ÷ 1,000,000
