Claude Sonnet 4.6 vs Laguna XS 2.1

    Comparison

    As of August 20, 2026, Laguna XS 2.1 is 98% cheaper per million tokens than Claude Sonnet 4.6. Claude Sonnet 4.6 is $3.00 / $15.00 per million input/output tokens versus Laguna XS 2.1 at $0.10 / $0.20. Sources: https://platform.claude.com/docs/en/about-claude/pricing and https://poolside.ai

    Sources: Anthropic Claude API pricing (https://platform.claude.com/docs/en/about-claude/pricing); Poolside pricing (https://poolside.ai)

    Claude Sonnet 4.6

    Anthropic

    $18.00blended / 1M

    Input

    $3.00

    Output

    $15.00

    1M ctx|Proprietary
    98%
    cheaper
    Better value

    Laguna XS 2.1

    Poolside

    $0.30blended / 1M

    Input

    $0.10

    Output

    $0.20

    262.1K ctx|Open Source
    Save $17.70 per million tokens by choosing Laguna XS 2.1 over Claude Sonnet 4.6.

    Claude Sonnet 4.6 vs Laguna XS 2.1 comparison

    Token pricing, specs, and benchmarks side by side

    Metric
    Claude Sonnet 4.6
    Laguna XS 2.1
    Provider
    Provider
    Anthropic
    Poolside
    License
    Proprietary
    Open Source
    Release Date
    2026-02-17
    2026-07-02
    Pricing (per 1M tokens)
    Input Price+2900%
    $3.00
    $0.10
    Output Price+7400%
    $15.00
    $0.20
    Blended (1M + 1M)
    $18.00
    $0.30
    Model Details
    Context Window
    1M
    262.1K
    Max Output Tokens
    64K
    N/A
    Knowledge Cutoff
    2026-01
    N/A
    Throughput
    42 tok/s
    N/A
    Benchmarks
    46.8%
    89.9%
    78.8%
    31.8%
    29.9%
    46.8%
    74.7%
    29%
    58.3%
    78.5%
    61.3%
    75.6%
    89.3%
    32.4%
    71.1%
    89.3%
    60.4%
    23.7%
    65.3%
    3.1%
    60.1%
    18%
    75.5%
    92.1%
    87.3%
    46.6%
    49.0%
    77.1%
    Benchmark Wins
    Claude Sonnet 4.6 3|0 Laguna XS 2.1

    Verdict

    Claude Sonnet 4.6 vs Laguna XS 2.1: the bottom line

    Laguna XS 2.1 offers significantly lower pricing, while Claude Sonnet 4.6 leads on benchmark performance. Your choice depends on whether cost efficiency or raw capability matters more for your use case.

    Claude Sonnet 4.6 vs Laguna XS 2.1 FAQ

    Which is cheaper, Claude Sonnet 4.6 or Laguna XS 2.1?

    As of August 20, 2026, Laguna XS 2.1 is 98% cheaper on blended LLM API pricing. Laguna XS 2.1 costs $0.10 per million input tokens and $0.20 per million output tokens ($0.30 blended 1M-in + 1M-out). Claude Sonnet 4.6 costs $3.00 / $15.00 per million tokens ($18.00 blended). Sources: https://platform.claude.com/docs/en/about-claude/pricing and https://poolside.ai. The cheapest LLM for your app still depends on how many output tokens you generate.

    How much does Claude Sonnet 4.6 vs Laguna XS 2.1 cost per million tokens?

    Claude Sonnet 4.6 Claude API pricing from Anthropic is $3.00 input and $15.00 output per million tokens via Anthropic. Laguna XS 2.1 Poolside API pricing is $0.10 input and $0.20 output per million tokens via Poolside. Use those four numbers, not ChatGPT Plus or Claude Pro subscription prices, when you are comparing APIs.

    Which is better for coding, Claude Sonnet 4.6 or Laguna XS 2.1?

    Claude Sonnet 4.6 leads on SWE-bench Verified: Claude Sonnet 4.6 at 79.6% vs Laguna XS 2.1 at 70.9%. SWE-bench measures real GitHub fixes; LiveCodeBench measures contest programming.

    What is the context window for Claude Sonnet 4.6 vs Laguna XS 2.1?

    Claude Sonnet 4.6 supports a 1M token context window, while Laguna XS 2.1 supports 262K tokens. Claude Sonnet 4.6 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.

    Which model performs better on benchmarks, Claude Sonnet 4.6 or Laguna XS 2.1?

    Claude Sonnet 4.6 leads on 3 of 3 shared benchmarks versus Laguna XS 2.1'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.

    Is Claude Sonnet 4.6 or Laguna XS 2.1 better for production use?

    Both Claude Sonnet 4.6 and Laguna XS 2.1 are production API models. For cost-sensitive production traffic, Laguna XS 2.1 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.

    Can I switch between Claude Sonnet 4.6 and Laguna XS 2.1 in my app?

    Yes. Call Claude Sonnet 4.6 through Anthropic and Laguna XS 2.1 through Poolside 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.

    How accurate is this Claude Sonnet 4.6 vs Laguna XS 2.1 pricing data?

    List rates are the latest published Claude API pricing from Anthropic and Poolside API pricing, quoted per million tokens. Official rate sheets: https://platform.claude.com/docs/en/about-claude/pricing and https://poolside.ai. 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.

    What is the output token limit for Claude Sonnet 4.6 and Laguna XS 2.1?

    Claude Sonnet 4.6 supports up to 64K output tokens per request, while Laguna XS 2.1 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.

    Which model has better throughput, Claude Sonnet 4.6 or Laguna XS 2.1?

    Claude Sonnet 4.6 has a measured throughput of approximately 42 tokens/second. Throughput data for Laguna XS 2.1 is not yet available. 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.

    How do I switch the models in this Claude Sonnet 4.6 vs Laguna XS 2.1 comparison?

    Use the model pickers at the top of this LLM comparison. Search any model in the index and the URL updates. Open Claude Sonnet 4.6 or Laguna XS 2.1 from the sidebar for the single-model API pricing page, or go back to the LLM pricing table to sort by cheapest blended cost.

    Claude Sonnet 4.6 vs Laguna XS 2.1 pricing

    This comparison covers API pricing, context window, throughput, and benchmark scores. Claude Sonnet 4.6 costs $3.00/M input and $15.00/M output. Laguna XS 2.1 costs $0.10/M input and $0.20/M output.

    Rank both on the LLM leaderboard, SWE-bench, and Humanity's Last Exam.

    The index

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