LLM Reference

CoBuddy vs Phi-4 Reasoning Vision 15B

CoBuddy (2026) and Phi-4 Reasoning Vision 15B (2026) compare a coding-specialized model against a standalone API model. CoBuddy ships a 131k-token context window, while Phi-4 Reasoning Vision 15B ships a not-yet-sourced context window. This page treats the result as workflow and deployment fit, not a universal model winner.

Treat this as a product-type comparison: CoBuddy is coding-specialized model, while Phi-4 Reasoning Vision 15B is standalone API model. Choose based on workflow fit before reading any benchmark or price row as decisive.

Decision scorecard

Local evidence first
SignalCoBuddyPhi-4 Reasoning Vision 15B
Product typeCoding-specialized modelStandalone API model
Best forcustom coding agents, code generation, and tool loopsmultimodal apps
Decision fitCoding, RAG, and AgentsVision
Context window131k
Cheapest output--
Provider routes1 tracked0 tracked
Shared benchmarks0 rows0 rows

Decision tradeoffs

Choose CoBuddy when...
  • CoBuddy has the larger context window for long prompts, retrieval packs, or transcript analysis.
  • CoBuddy has broader tracked provider coverage for fallback and procurement flexibility.
  • CoBuddy uniquely exposes Reasoning, Function calling, and Tool use in local model data.
  • Local decision data tags CoBuddy for Coding, RAG, and Agents.
Choose Phi-4 Reasoning Vision 15B when...
  • Phi-4 Reasoning Vision 15B uniquely exposes Vision and Multimodal in local model data.
  • Local decision data tags Phi-4 Reasoning Vision 15B for Vision.

Monthly cost at traffic

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

CoBuddy

Unavailable

No complete token price in local provider data

Phi-4 Reasoning Vision 15B

Unavailable

No complete token price in local provider data

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

Switch friction

CoBuddy -> Phi-4 Reasoning Vision 15B
  • No overlapping tracked provider route is sourced for CoBuddy and Phi-4 Reasoning Vision 15B; plan for SDK, billing, or endpoint changes.
  • Check replacement coverage for Reasoning, Function calling, and Tool use before moving production traffic.
  • Phi-4 Reasoning Vision 15B adds Vision and Multimodal in local capability data.
Phi-4 Reasoning Vision 15B -> CoBuddy
  • No overlapping tracked provider route is sourced for Phi-4 Reasoning Vision 15B and CoBuddy; plan for SDK, billing, or endpoint changes.
  • Check replacement coverage for Vision and Multimodal before moving production traffic.
  • CoBuddy adds Reasoning, Function calling, and Tool use in local capability data.

Specs

Specification
Released2026-05-062026-03-12
Context window131k
Parameters15B
Architecturedecoder only-
LicenseProprietaryMIT
Knowledge cutoff-2025-03

Pricing and availability

Pricing attributeCoBuddyPhi-4 Reasoning Vision 15B
Input price--
Output price--
Providers-

Pricing not yet sourced for either model.

Capabilities

CapabilityCoBuddyPhi-4 Reasoning Vision 15B
VisionNoYes
MultimodalNoYes
ReasoningYesNo
Function callingYesNo
Tool useYesNo
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 differs most on vision: Phi-4 Reasoning Vision 15B, multimodal input: Phi-4 Reasoning Vision 15B, reasoning mode: CoBuddy, function calling: CoBuddy, and tool use: CoBuddy. Both models share the core language-model surface, so the practical split is not just feature count. Use those differences to decide whether the page is about raw model quality, agentic coding support, multimodal ingestion, or predictable structured API behavior.

Pricing coverage is uneven: CoBuddy has no token price sourced yet and Phi-4 Reasoning Vision 15B has no token price sourced yet. Provider availability is 1 tracked routes versus 0. Treat unknown pricing as an integration gap, then verify the route you will actually call before estimating production spend.

Choose CoBuddy when coding workflow support and broader provider choice are central to the workload. Choose Phi-4 Reasoning Vision 15B when vision-heavy evaluation 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.

FAQ

Is CoBuddy or Phi-4 Reasoning Vision 15B open source?

CoBuddy is listed under Proprietary. Phi-4 Reasoning Vision 15B is listed under MIT. License labels affect whether you can self-host, redistribute weights, or rely only on hosted APIs, so confirm the upstream license before deployment.

Which is better for vision, CoBuddy or Phi-4 Reasoning Vision 15B?

Phi-4 Reasoning Vision 15B has the clearer documented vision signal in this comparison. If vision is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.

Which is better for multimodal input, CoBuddy or Phi-4 Reasoning Vision 15B?

Phi-4 Reasoning Vision 15B has the clearer documented multimodal input signal in this comparison. If multimodal input is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.

Which is better for reasoning mode, CoBuddy or Phi-4 Reasoning Vision 15B?

CoBuddy has the clearer documented reasoning mode signal in this comparison. If reasoning mode is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.

Which is better for function calling, CoBuddy or Phi-4 Reasoning Vision 15B?

CoBuddy has the clearer documented function calling signal in this comparison. If function calling is mission-critical, validate it against the provider endpoint because model-level support and API-level exposure can differ.

Where can I run CoBuddy and Phi-4 Reasoning Vision 15B?

CoBuddy is available on OpenRouter. Phi-4 Reasoning Vision 15B is available on the tracked providers still being sourced. Provider coverage can affect latency, region availability, compliance posture, and fallback options.

Continue comparing

Last reviewed: 2026-06-04. Data sourced from public model cards and provider documentation.