Cut through the marketing. These comparisons focus on what matters: price-per-capability, real benchmarks, and when each option makes sense.

The aihackers approach: No affiliate links. No sponsored placements. Just verified specs and honest tradeoffs.


Free Access Guides

Not ready to pay? Start here:


Model Comparisons by Tier

Choose based on your budget and performance needs:

TierPrice RangeBest ForComparison
BudgetUnder $1/1M tokensPrototyping, preprocessing, hobby projectsBudget Models
Mid-Range$1-$3/1M tokensProduction apps, daily coding, reliable reasoningMid-Range Models
Premium$5+/1M tokensComplex research, enterprise workloads, maximum accuracyPremium Models

Model Tier Deep Dives

Budget Tier: Under $1/1M Tokens

GPT-5 mini ($0.25/1M) — Cheapest OpenAI option, reliable ecosystem
Gemini 3 Flash (FREE input, $3/1M output) — Best value, 1M context, 78% SWE-bench
Kimi k2.5 ($0.60/1M) — Vision capabilities, open source
Claude Haiku 4.5 ($1.00/1M) — Fastest responses, Anthropic reliability

Bottom line: You can get 96% of frontier performance for 4-20% of the cost. Start here.


Mid-Range Tier: $1-$3/1M Tokens

GPT-5.2 ($1.75/1M) — Best price-performance for general coding
Claude Sonnet 4.5 ($3.00/1M) — Most reliable reasoning in tier
Gemini 2.5 Pro ($2.50/1M) — Strong multimodal, competitive benchmarks

Bottom line: The production sweet spot. 90-95% of frontier capability at 20-35% of premium cost.


Premium Tier: $5+/1M Tokens

Claude Opus 4.5 ($5.00/1M) — Best reasoning available, 80.9% SWE-bench
GPT-5.2 Pro ($21.00/1M) — Highest precision tier for critical tasks

Bottom line: When errors are expensive, the premium pays for itself.


Tool & Service Comparisons

API Pricing

Head-to-Head Tool Comparisons

For individual tool docs, see /tools/.


How to Choose

Start with the question: What’s your constraint?

Cost is everythingFree Frontier Stack — Zero-dollar options

Need production reliabilityMid-range tier — Best balance of capability and cost

Maximum reasoning requiredPremium tier — That final 5% of capability matters

Not sure? → Start free, then see Smart Spend for upgrade guidance


Comparison Methodology

Pricing: List prices from official sources, verified monthly
Benchmarks: SWE-bench where available, with caveats about benchmark gaming
Use cases: Based on actual testing, not spec sheets
Updates: Revisited when new models drop or pricing changes

See /verify/methodology/ for full verification standards.



Last updated: February 4, 2026. Pricing subject to change—always verify current rates before committing to large workloads.