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Mistral: Mistral Medium 3.5: AI model

Mistral Medium 3.5 is a dense 128B instruction-following model for agentic workflows and coding, with text and image input and a 256K-token context. Reachable from inside Iran through Hormouz.

Context window:
262,144 tokens
Input:
$1.5/1M tokens
Output:
$7.5/1M tokens
Type:
text, image
  • Vision
  • Tools
  • Streaming
  • Long context

Thinking levels: high · none

Mistral Medium 3.5 is a dense 128B-parameter instruction-following model from the Mistral family. It refines the Medium tier with a focus on agentic workflows, coding and complex, multi-step tasks, and it accepts both text and image input.

With a large 256K-token context window and tool-calling support, it is well suited to coding agents, tool-using assistants and workloads that combine long context with multimodal input. It is served through Hormouz behind an OpenAI-compatible API: point your base URL at Hormouz, drop in a Hormouz key, and existing OpenAI SDK code runs unchanged.

Pricing is usage-based: $1.5 per million input tokens and $7.5 per million output tokens. Hormouz provides stable access from inside Iran, with no foreign credit card or circumvention tooling required.

Mistral Medium 3.5 is a dense 128B instruction-following model from Mistral AI. It supports text and image inputs with text output, and is designed for agentic workflows, coding, and complex...

Quickstart

curl https://api.hormouz.net/v1/chat/completions \
  -H "Authorization: Bearer ng-YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "mistralai/mistral-medium-3-5",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'

Specs

VendorMistral AI
TypeText, Image
Context window262,144 tokens
Pricing$1.50/M in · $7.50/M out
APIChat Completions
CapabilitiesStreaming · Vision · Tools

Benchmarks

14.2
Intelligence Index
Better than 24% of models we compared
46.9
Coding Index
Better than 52% of models we compared
7
Agentic Index
Better than 33% of models we compared

Reasoning

GPQA Diamond
Graduate-level scientific reasoning
74.8%
HLE
Humanity's Last Exam
13.8%
IFBench
Instruction-following
68.8%
AA-LCR
Long-context reasoning
69.3%
CritPt
Research-level physics reasoning
0%
AA Omniscience
Broad factual knowledge accuracy
24.7%
Non-Hallucination
Rate of avoiding fabricated answers
18.4%

Coding

SciCode
Python for scientific computing
40.2%
Terminal-Bench Hard
Agentic coding & terminal use
33.3%

Agentic

τ²-Bench
Tool-use agents in dual-control scenarios
94.2%
GDPval
Economically valuable tasks
13.2%

Source: Artificial Analysis

Code example

cURL
curl https://api.hormouz.net/v1/chat/completions \
  -H "Authorization: Bearer ng-YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{
    "model": "mistralai/mistral-medium-3-5",
    "messages": [{"role": "user", "content": "Hello!"}]
  }'
Python
from openai import OpenAI
client = OpenAI(api_key="ng-YOUR_API_KEY", base_url="https://api.hormouz.net/v1")
response = client.chat.completions.create(
    model="mistralai/mistral-medium-3-5",
    messages=[{"role": "user", "content": "Hello!"}],
)
print(response.choices[0].message.content)
JavaScript
import OpenAI from "openai";
const client = new OpenAI({ apiKey: "ng-YOUR_API_KEY", baseURL: "https://api.hormouz.net/v1" });
const response = await client.chat.completions.create({
  model: "mistralai/mistral-medium-3-5",
  messages: [{ role: "user", content: "Hello!" }],
});
console.log(response.choices[0].message.content);

Buy the Mistral: Mistral Medium 3.5 API, paid in rial

  • Buy credit with an Iranian bank card; no foreign card or account needed.
  • One Hormouz key reaches Mistral: Mistral Medium 3.5 and 600+ other models, and you pay only for what you use.
  • No VPN and no risk of a banned account; just change the base URL to api.hormouz.net/v1.
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FAQ

How much does Mistral Medium 3.5 cost?
Billing is usage-based: $1.5 per million input tokens and $7.5 per million output tokens. There is no fixed monthly fee. You pay only for what you use.
How do I access Mistral Medium 3.5 from inside Iran?
Create an account on Hormouz and generate an API key. Hormouz provides stable access from inside Iran, with no foreign credit card or circumvention tooling required.
Is Mistral Medium 3.5 compatible with OpenAI code?
Yes. Hormouz exposes an OpenAI-compatible API. Just change the base URL to Hormouz and swap in your Hormouz key. Your existing SDKs and code run without a rewrite.
What is Mistral Medium 3.5 optimized for?
It is a dense 128B instruction-following model tuned for agentic workflows, coding and complex multi-step tasks, and it accepts image input alongside text.
How is Mistral Medium 3.5 different from Medium 3?
It is a newer revision of the Medium tier with a larger context window and a stronger focus on agentic and coding tasks. Choose 3.5 for the latest behavior; both accept text and image input.

Updated 2026-10-13