GPT Image 2.5 Flare
OpenAI image generationGPT Image 2.5 Flare is an OpenAI image generation model.Input is priced at $5.00/M tokens and output at $30.00/M tokens. Capabilities include vision. Route GPT Image 2.5 Flare via Future AGI's Agent Command Center for unified observability, caching, and 15 routing strategies including cost-optimized fallback.
Estimate GPT Image 2.5 Flare spend
Pick a workload, fine-tune the sliders, and see the monthly bill.
Estimate uses $5.00/M input · $30.00/M output. Provider pricing changes. Production costs vary with retries, streaming overhead, and tool-call rounds.
Want this for free? Cache + route via Agent Command Center — first 100K requests and 100K cache hits free every month.
Pricing
Per-token rates, expressed in USD per 1M tokens. Verified Oct 22, 2026.
| Input | $5.00/M | |
| Output | $30.00/M | |
| Blended (3:1 in:out) | $11.25/M Cross-model comparable price | |
| Cached input | $1.25/M | |
| Batch input | $2.50/M |
Context & limits
- Context window
- —
- Max input
- —
- Max output
- —
- Modalities
- vision, pdf, image, text
Capabilities
- Function calling — not advertised
- Parallel tool calls — not advertised
- Vision input ✓ supported
- Audio input — not advertised
- Audio output — not advertised
- PDF input ✓ supported
- Streaming ✓ supported
- Structured output — not advertised
- Prompt caching — not advertised
- Reasoning — not advertised
Strengths & caveats — when to pick GPT Image 2.5 Flare
Data-driven from GPT Image 2.5 Flare's percentile within image generation peers.
Where it's strong
- +pricing — cheaper than 88% of priced image generation models on Future AGI
- +PDF input — only 7% of image generation models on Future AGI advertise this
Watch out for
- No major caveats flagged from public spec.
Benchmarks pending
We haven't logged public benchmark scores for GPT Image 2.5 Flare yet. Have one to contribute? Submit a source — citations help us prioritise.
Call GPT Image 2.5 Flare 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.
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.# GPT Image 2.5 Flare 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="openai/gpt-image-2-5-flare",
messages=[{"role": "user", "content": "Hello, GPT Image 2.5 Flare!"}],
)
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="openai/gpt-image-2-5-flare",
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"))AGENTCC_API_KEY with a key fromapp.futureagi.com.Gateway docs ↗Same model on other providers
gpt-image-2-5-flare is also available via 1 other route. Pricing, regions, and capabilities can differ — compare before routing production traffic.
| Provider | Input / 1M | Output / 1M | Verified |
|---|---|---|---|
| Azure OpenAI | $5.00/M | $30.00/M | Oct 22, 2026 |
Explore similar models
GPT Image 2.5 Flare 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 GPT Image 2.5 Flare cost?
Input is priced at $5.00 per 1M tokens and output at $30.00 per 1M tokens (OpenAI, last verified Oct 22, 2026).
What is the context window of GPT Image 2.5 Flare?
Context window for GPT Image 2.5 Flare is not currently public.
Does GPT Image 2.5 Flare support function calling?
GPT Image 2.5 Flare 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 GPT Image 2.5 Flare good for production?
GPT Image 2.5 Flare is well-suited for pricing — cheaper than 88% of priced image generation models on Future AGI and PDF input — only 7% of image generation models on Future AGI advertise this.
How can I route to GPT Image 2.5 Flare 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 GPT Image 2.5 Flare
Official sources, independent benchmarks, and pricing aggregators — no random search-engine guesses.
Third-party evals — verify the marketing.
Cross-check our number against the rest of the ecosystem.