Cohere Parse v5

Azure AI Foundry ocr Deprecates in 41d (Dec 15, 2026)
Heads-up: Azure AI Foundry has scheduled Cohere Parse v5 for deprecation on Dec 15, 2026. Plan a migration. Use Agent Command Center's model fallback routing to swap models without code changes.

Cohere Parse v5 is an Azure AI Foundry OCR model. Route Cohere Parse v5 via Future AGI's Agent Command Center for unified observability, caching, and 15 routing strategies including cost-optimized fallback.

Pricing source: unknown Last verified: Oct 22, 2026 View source ↗
Pricing not yet public

We don't have verified per-token pricing for Cohere Parse v5 yet. If you have a source from Azure AI Foundry's documentation, help us add it — your submission gets reviewed within 48 hours.

Pricing

Per-token rates, expressed in USD per 1M tokens. Verified Oct 22, 2026.

Input —
Output —

Context & limits

Context window
—
Max input
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Max output
—
Modalities
text

Capabilities

  • Function calling — not advertised
  • Parallel tool calls — not advertised
  • Vision input — not advertised
  • Audio input — not advertised
  • Audio output — not advertised
  • PDF input — not advertised
  • Streaming ✓ supported
  • Structured output — not advertised
  • Prompt caching — not advertised
  • Reasoning — not advertised

Strengths & caveats — when to pick Cohere Parse v5

Data-driven from Cohere Parse v5's percentile within ocr peers.

Where it's strong

Watch out for

  • !scheduled deprecation on Dec 15, 2026 (41 days)

Benchmarks pending

We haven't logged public benchmark scores for Cohere Parse v5 yet. Have one to contribute? Submit a source — citations help us prioritise.

Try it

Call Cohere Parse v5 via Agent Command Center

One OpenAI-compatible endpoint. Routing, fallback, semantic caching, guardrails, and cost tracking come along for the ride. First 100K requests + 100K cache hits free every month.

SDK
Native Future AGI client (agentcc / @agentcc/client). Per-call metadata — provider, cost, latency, cache hit, request id — is returned on x-agentcc-* response headers, so any HTTP client can read it.
# Cohere Parse v5 via the Agent Command Center Python SDK
# pip install agentcc
import os
from agentcc import AgentCC

client = AgentCC(
    api_key=os.environ["AGENTCC_API_KEY"],   # from app.futureagi.com → Settings → API Keys
    base_url="https://gateway.futureagi.com/v1",
)

resp = client.chat.completions.create(
    model="azure-ai-foundry/cohere-parse-v5",
    messages=[{"role": "user", "content": "Hello, Cohere Parse v5!"}],
)

print(resp.choices[0].message.content)
print(f"Tokens: {resp.usage.total_tokens}")

# Per-call gateway metadata is returned on x-agentcc-* response headers.
# When you need it programmatically, use .with_raw_response to get them:
raw = client.chat.completions.with_raw_response.create(
    model="azure-ai-foundry/cohere-parse-v5",
    messages=[{"role": "user", "content": "Same call, but I want the headers."}],
)
print("Provider:", raw.headers.get("x-agentcc-provider"))
print("Latency:", raw.headers.get("x-agentcc-latency-ms"), "ms")
print("Cost:   ", raw.headers.get("x-agentcc-cost"), "USD")
print("Cache:  ", raw.headers.get("x-agentcc-cache"))
Set AGENTCC_API_KEY with a key fromapp.futureagi.com.Gateway docs ↗

Explore similar models

Cohere Parse v5 doesn't have a public Arena ELO score yet, so we group by provider only — quality-tier comparisons need a benchmark. Side-by-side links appear where a comparison page exists; otherwise, open the model profile.

FAQ

How much does Cohere Parse v5 cost?

Public per-token pricing for Cohere Parse v5 is not yet published. Submit a source on this page to help us add it.

What is the context window of Cohere Parse v5?

Context window for Cohere Parse v5 is not currently public.

Does Cohere Parse v5 support function calling?

Cohere Parse v5 does not currently advertise function-calling support. For agentic workloads, prefer a tool-calling-capable model and route via Agent Command Center for fallback.

Is Cohere Parse v5 good for production?

Cohere Parse v5 is best evaluated against your own production traces. Pipe traffic through Agent Command Center to compare it head-to-head against alternatives in shadow mode.

How can I route to Cohere Parse v5 with fallback?

Use Agent Command Center: a single OpenAI-compatible endpoint that supports cost-optimized routing, latency-aware retries, model fallback, and shadow traffic. Configure once, swap models without app changes.

Useful links for Cohere Parse v5

Official sources, independent benchmarks, and pricing aggregators — no random search-engine guesses.