StarCoder2 15B
StarCoder2 15B is BigCode's language model with a 16K context window and up to 16K output tokens, starting at $0.2 / 1M input and $0.2 / 1M output. A 15B parameter second-generation code LLM from BigCode with improved training data and architecture for multi-language code generation.
Capabilities
Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·
Pricing by Provider
US Dollar ($)
Per 1M tokens
| Provider | Standard | |
|---|---|---|
| Input $ / 1M | Output $ / 1M | |
| $0.2 | $0.2 | |
Cost Calculator
US Dollar ($)
Preset:
Cheapest Instances to Run It
Cloud GPU instances that can host StarCoder2 15B, ranked by cheapest on-demand price. The model needs about 36 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.
All clouds
FP16 (full precision)
US Dollar ($)
Instance | Cloud | GPU | VRAM | Price | Cheapest region | |
|---|---|---|---|---|---|---|
| Standard_NP10s |  Azure | AMD Alveo U250 FPGA (64GB) | 64 GB | $1.65/hr | westus2 | |
| g6e.xlarge |  AWS | L40S | 45 GB | $1.86/hr | us-east-1 | |
| Standard_NV32as_v4 | Azure | AMD Radeon Instinct MI25 | 64 GB | $1.86/hr | westus2 | |
Versions
| Version | Released | Context | Input / 1M | Output / 1M | Status |
|---|---|---|---|---|---|
| StarCoder2 15B | — | 16K | $0.200 | $0.200 | Current |
| StarCoder2 3B | — | 16K | $0.100 | $0.100 | Available |
| StarCoder2 7B | — | 16K | $0.200 | $0.200 | Available |
| Star Chat Alpha | — | — | — | — | Available |
| Star Chat Beta | — | — | — | — | Available |
| StarCoder | — | — | — | — | Available |
| StarCoder 16B | — | 8K | $0.200 | $0.200 | Available |
| StarCoder 7B | — | 8K | $0.200 | $0.200 | Available |
| StarCoderBase | — | — | — | — | Available |