As of August 20, 2026, North Mini Code 1.0 is 100% cheaper per million tokens than Laguna XS 2.1. Laguna XS 2.1 is $0.10 / $0.20 per million input/output tokens versus North Mini Code 1.0 at $0.00 / $0.00. Sources: https://poolside.ai and https://openrouter.ai/api/v1/models
Sources: Poolside pricing (https://poolside.ai); OpenRouter pricing (https://openrouter.ai/api/v1/models)
Laguna XS 2.1
Poolside
Input
$0.10
Output
$0.20
North Mini Code 1.0
Cohere
Input
$0.00
Output
$0.00
Token pricing, specs, and benchmarks side by side
Laguna XS 2.1North Mini Code 1.0Verdict
North Mini Code 1.0 offers significantly lower pricing, while Laguna XS 2.1 leads on benchmark performance. Your choice depends on whether cost efficiency or raw capability matters more for your use case.
As of August 20, 2026, North Mini Code 1.0 is 100% cheaper on blended LLM API pricing. North Mini Code 1.0 costs $0.00 per million input tokens and $0.00 per million output tokens ($0.00 blended 1M-in + 1M-out). Laguna XS 2.1 costs $0.10 / $0.20 per million tokens ($0.30 blended). Sources: https://poolside.ai and https://openrouter.ai/api/v1/models. The cheapest LLM for your app still depends on how many output tokens you generate.
Laguna XS 2.1 Poolside API pricing is $0.10 input and $0.20 output per million tokens via Poolside. North Mini Code 1.0 OpenRouter API pricing is $0.00 input and $0.00 output per million tokens via OpenRouter. Use those four numbers, not ChatGPT Plus or Claude Pro subscription prices, when you are comparing APIs.
Laguna XS 2.1 leads on SWE-bench Verified: Laguna XS 2.1 at 70.9% vs North Mini Code 1.0 at 67.6%. SWE-bench measures real GitHub fixes; LiveCodeBench measures contest programming.
Laguna XS 2.1 supports a 262K token context window, while North Mini Code 1.0 supports 256K tokens. Laguna XS 2.1 offers a larger context window. Filling a larger window bills more input tokens, so the cheaper-per-million model can still cost more on long documents.
Laguna XS 2.1 leads on 4 of 4 shared benchmarks versus North Mini Code 1.0's 0 wins. Check the comparison table for GPQA Diamond, SWE-bench, MMLU, HLE, and the other evals we track. Token price and benchmark score together are the usual LLM comparison, not either number alone.
Both Laguna XS 2.1 and North Mini Code 1.0 are production API models. For cost-sensitive production traffic, North Mini Code 1.0 has better economics on the blended 1M-in + 1M-out scale. For maximum capability, weight the benchmark table for your domain. Many production stacks route cheap models for drafts and a frontier model for the hard turn, which is usually cheaper than sending everything to the expensive API.
Yes. Call Laguna XS 2.1 through Poolside and North Mini Code 1.0 through OpenRouter with separate API keys, or through a gateway that already wraps both. Keep prompts in tokens, not characters, when you estimate the invoice. AnotherWrapper templates can swap providers without rewriting auth and billing.
List rates are the latest published Poolside API pricing and OpenRouter API pricing, quoted per million tokens. Official rate sheets: https://poolside.ai and https://openrouter.ai/api/v1/models. Prompt caching, batch APIs, and committed-use discounts can change the invoice. Benchmark scores are from official publications and independent evals, updated as new numbers land.
Laguna XS 2.1 supports up to an unspecified number of output tokens per request, while North Mini Code 1.0 supports up to an unspecified number of output tokens. Output tokens are usually the expensive half of API pricing, so a higher max output cap is a capability, not a discount.
Neither Laguna XS 2.1 nor North Mini Code 1.0 has published throughput data on this page yet. Throughput (tokens per second) and time-to-first-token are why two models with the same per-million-token price can still feel different in chat and agents.
Use the model pickers at the top of this LLM comparison. Search any model in the index and the URL updates. Open Laguna XS 2.1 or North Mini Code 1.0 from the sidebar for the single-model API pricing page, or go back to the LLM pricing table to sort by cheapest blended cost.
This comparison covers API pricing, context window, throughput, and benchmark scores. Laguna XS 2.1 costs $0.10/M input and $0.20/M output. North Mini Code 1.0 costs $0.00/M input and $0.00/M output via OpenRouter.
Rank both on the LLM leaderboard, SWE-bench, and Humanity's Last Exam.
The index
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