Products

Interfaze

AI-native

A model built for deterministic tasks

interfaze.ai DiscordAI Models & Agents / Model APIs & Gateways

AI Benchmark
Desktop
Mobile
Monthly visits
None yet
No traffic data yet
Public revenue
Undisclosed
No public revenue evidence yet
Entry price
$1.5/mo
Lower than 94% of peersNiche median $10/mo
Creators
Yoeven
@yoeven· 2,640 followersCo-created with khurdula
Launched
15mo ago
2025-09-03 · Est.

Traffic

Monthly visits

No traffic data yet.

Events2 marketing moves

Marketing moves

Launches, search & content, referrals, promotions
X accounts@interfaze_ai@yoeven

  • Launched on Show HN (60 pts · 30 comments)Launch

    A new benchmark for testing LLMs for deterministic outputs — When building workflows that rely on LLMs, we commonly use structured output for programmatic use cases like converting an invoice into ro…

    Apr 29 · 7mo agoLaunch page

  • Launched on Show HN (3 pts · 2 comments)Launch

    A new model architecture because transformers are not enough — Most AI products are built around the same idea. Take a giant model. Add a prompt and hope it does the whole job. The AI equivalent of spr…

    Apr 1 · 8mo agoLaunch page

  • Launched on Show HN (5 pts)Launch

    We trained an MoE LLM built for developer tasks

    Oct 7, 2025 · 13mo agoLaunch page

  • Launched on Show HN (3 pts · 1 comments)Launch

    Interfaze – The LLM Built for Developers — LLMs have changed the way we code, build, and launch a product. Many of these cases are human-in-the-loop tasks like vibe coding or workfl…

    Sep 3, 2025 · 15mo agoLaunch page

Third-party reviews & case dossiers

Acquisition breakdowns, engineer reviews & open-source metrics
Show HN
2025-09-03Source
Post excerpt:
LLMs have changed the way we code, build, and launch a product. Many of these cases are human-in-the-loop tasks like vibe coding or workflows that have a larger margin of error that is acceptable. However, LLMs aren't great for backend developer tasks that have no/low human in the loop, like OCR for KYC or web scraping structured data consistently or classif
Show HN
2026-04-01Source
Post excerpt:
Most AI products are built around the same idea. Take a giant model. Add a prompt and hope it does the whole job. The AI equivalent of spray-n-pray. That works great for chatbots for creative outputs like code generation, website design and email writing. BUT, It breaks down fast for developer work that requires highly deterministic output. Think of OCR for
Show HN
2026-04-29Source
Post excerpt:
When building workflows that rely on LLMs, we commonly use structured output for programmatic use cases like converting an invoice into rows or meeting transcripts into tickets or even complex PDFs into database entries. The model may return the schema you want, but with hallucinated values like `invoice_date` being off by 2 months or the transcript array or

MCP Server & Agent Ecosystem

GitHub · MCP / Skill

Agent, MCP & Developer Integration

CLI / SDKAPI
Ecosystem & integrations:
Vercel AI SDKLangChain SDK
Exposed tool capabilities:
Speech Transcription APIText Classification APITranscribe audio (run-task)Deterministic accuracyVerifiable outputsMultimodal input
Browse developer & CLI tools →

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Traffic data: Vaneform

Pricing

Interfaze 1
$1.50 / MTok input / $3.50 / MTok output
1M tokens · 32k tokens
Interfaze 1.1 Lite
$0.85 / MTok input / $1.50 / MTok output
128k tokens · 32k tokens
Enterprise/Custom plan
Contact sales

Trial: None · Enterprise custom tier · Observed 2026-11-09 · Pricing page

Entry price $1.5/mo, Lower than 94% of peers; “Model APIs & Gateways” median is $10/mo.View pricing benchmark

Pages & changes

Tracked since 2026-07-31

Key pages

Weekly snapshots
interfaze.ai/ Snapshot 2026-11-09

Changes

No pricing, plan, or positioning changes detected since tracking started.

Questions & evidence

How much does Interfaze cost?
Interfaze 1: $1.50 / MTok input / $3.50 / MTok output; Interfaze 1.1 Lite: $0.85 / MTok input / $1.50 / MTok output; Enterprise/Custom plan: Contact sales. Observed 2026-11-09. Check the source for current billing terms, usage limits and taxes.Source
What is Interfaze and what platforms does it support?
Interfaze is catalogued under Model APIs & Gateways: A model built for deterministic tasks. Supported platforms: CLI / SDK, API.

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