LLM Reference

Code Cushman 001 vs Swallow 30B

Code Cushman 001 (2021) and Swallow 30B (2025) compare a coding-specialized model against a standalone API model. Code Cushman 001 ships a not-yet-sourced context window, while Swallow 30B ships a 16k-token context window. This page treats the result as workflow and deployment fit, not a universal model winner.

Treat this as a product-type comparison: Code Cushman 001 is coding-specialized model, while Swallow 30B is standalone API model. Choose based on workflow fit before reading any benchmark or price row as decisive.

Decision scorecard

Local evidence first
SignalCode Cushman 001Swallow 30B
Product typeCoding-specialized modelStandalone API model
Best forcustom coding agents and code generationgeneral production evaluation
Decision fitCodingGeneral
Context window16k
Cheapest output--
Provider routes0 tracked0 tracked
Shared benchmarks0 rows0 rows

Decision tradeoffs

Choose Code Cushman 001 when...
  • Local decision data tags Code Cushman 001 for Coding.
Choose Swallow 30B when...
  • Swallow 30B has the larger context window for long prompts, retrieval packs, or transcript analysis.

Monthly cost at traffic

Estimate token spend from the cheapest tracked input and output route or tier on this page.

Code Cushman 001

Unavailable

No complete token price in local provider data

Swallow 30B

Unavailable

No complete token price in local provider data

Cost delta unavailable until both models have sourced input and output token prices.

Switch friction

Code Cushman 001 -> Swallow 30B
  • No overlapping tracked provider route is sourced for Code Cushman 001 and Swallow 30B; plan for SDK, billing, or endpoint changes.
Swallow 30B -> Code Cushman 001
  • No overlapping tracked provider route is sourced for Swallow 30B and Code Cushman 001; plan for SDK, billing, or endpoint changes.

Specs

Specification
Released2021-11-032025-02-14
Context window16k
Parameters30B
Architecturedecoder only-
LicenseProprietaryLlama 2 Community
OpennessProprietaryOpen weights
Commercial useCommercial use with conditionsCommercial use with conditions
Knowledge cutoff-2023

Pricing and availability

Pricing attributeCode Cushman 001Swallow 30B
Input price--
Output price--
Providers--

Pricing not yet sourced for either model.

Capabilities

CapabilityCode Cushman 001Swallow 30B
VisionNoNo
MultimodalNoNo
ReasoningNoNo
Function callingNoNo
Tool useNoNo
Structured outputsNoNo
Code executionNoNo
IDE integrationNoNo
Computer useNoNo
Parallel agentsNoNo

Benchmarks

No shared benchmark rows are currently sourced for this pair.

Deep dive

The capability footprint is close: both models cover the core production surface. That makes context budget, benchmark fit, and provider maturity more important than a simple checklist. If your application depends on one integration detail, verify it against the provider route you plan to use, not just the base model listing.

Pricing coverage is uneven: Code Cushman 001 has no token price sourced yet and Swallow 30B has no token price sourced yet. Provider availability is 0 tracked routes versus 0. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.

Choose Code Cushman 001 when coding workflow support are central to the workload. Choose Swallow 30B when provider fit are more important. For production, rerun your own prompts through the exact provider, region, and tool stack you plan to ship. This keeps the decision grounded in measurable tradeoffs instead of brand-level assumptions. It also helps separate model capability from provider packaging, which can change cost and latency. For teams standardizing a stack, that distinction is often the difference between a benchmark win and a reliable deployment.

FAQ

Is Code Cushman 001 or Swallow 30B open source?

Code Cushman 001 is listed under Proprietary. Swallow 30B is listed under Llama 2 Community. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.

When should I pick Code Cushman 001 over Swallow 30B?

Treat this as a product-type comparison: Code Cushman 001 is coding-specialized model, while Swallow 30B is standalone API model. Choose based on workflow fit before reading any benchmark or price row as decisive. If your workload also depends on coding workflow support, start with Code Cushman 001; if it depends on provider fit, run the same evaluation with Swallow 30B.

What is the main difference between Code Cushman 001 and Swallow 30B?

Code Cushman 001 and Swallow 30B differ most on context, provider coverage, capabilities, or pricing depending on the data currently sourced. Use the specs table first, then validate the model behavior with your own prompts.

Continue comparing

Last reviewed: 2026-05-10. Data sourced from public model cards and provider documentation.