
The Best AI Coding Models Right Now, By Job
Coding models run from $0.07 to $5.00 per million input tokens — a 70× spread. A shortlist by task, with verified prices and context lengths.

Coding models run from $0.07 to $5.00 per million input tokens — a 70× spread. A shortlist by task, with verified prices and context lengths.

A shortlist by task, not a ranking. Prices run from $0.002 to $0.357 per second — a 178× spread. What each tier is actually for.

Not a ranking — a shortlist by task. The cheapest model that will do each job, from $0.003 bulk generation to precision editing. Verified prices.

Resolution is the biggest lever on an AI video bill — and the cheapest provider changes depending on which tier you pick. Verified prices.

What one generated image actually costs, from $0.003 to $0.045 — across fal.ai, Replicate and Atlas Cloud, with the rounding trap that doubles bills.

What AI really costs for 10,000 product images, a chat feature at 50,000 messages a month, and 200 short videos — with the unit maths shown.

The same AI model is often listed at three different prices. Here is what actually varies — billing units, resolution tiers, run-time billing and discounts.

मल्टीमोडल के दो अलग अर्थ हैं। कई इनपुट प्रकार पढ़ने वाला मॉडल वही नहीं जो उन्हें बनाता है, और लगभग कोई दोनों नहीं करता।

कॉन्टेक्स्ट लेंथ एक बजट है, फ़ीचर नहीं। इसमें क्या गिना जाता है, आज की असली सीमाएँ क्या हैं, और जगह खत्म होने पर क्या होता है।

टोकन सरल भाषा में: एक टोकन में क्या गिना जाता है, 10 बारी की चैट आपके टाइप किए पाठ का 22 गुना बिल क्यों बनाती है, और आउटपुट टोकन सबसे महँगे क्यों हैं।