GPT-5.6 Terra vs Muse Spark 1.2

    Comparison

    As of August 20, 2026, Muse Spark 1.2 is 61% cheaper per million tokens than GPT-5.6 Terra. GPT-5.6 Terra is $2.00 / $12.00 per million input/output tokens versus Muse Spark 1.2 at $1.25 / $4.25. Sources: https://developers.openai.com/api/docs/pricing and https://llama.meta.com/

    Sources: OpenAI API pricing (https://developers.openai.com/api/docs/pricing); Meta pricing (https://llama.meta.com/)

    GPT-5.6 Terra

    OpenAI

    $14.00blended / 1M

    Input

    $2.00

    Output

    $12.00

    1.1M ctx|Proprietary
    61%
    cheaper
    Better value

    Muse Spark 1.2

    Meta

    $5.50blended / 1M

    Input

    $1.25

    Output

    $4.25

    1M ctx|Proprietary
    Save $8.50 per million tokens by choosing Muse Spark 1.2 over GPT-5.6 Terra.

    GPT-5.6 Terra vs Muse Spark 1.2 comparison

    Token pricing, specs, and benchmarks side by side

    Metric
    GPT-5.6 Terra
    Muse Spark 1.2
    Provider
    Provider
    OpenAI
    Meta
    License
    Proprietary
    Proprietary
    Release Date
    2026-07-09
    2026-08-05
    Pricing (per 1M tokens)
    Input Price+60%
    $2.00
    $1.25
    Output Price+182%
    $12.00
    $4.25
    Blended (1M + 1M)
    $14.00
    $5.50
    Model Details
    Context Window
    1.1M
    1M
    Max Output Tokens
    128K
    131.1K
    Knowledge Cutoff
    2026-02-16
    N/A
    Throughput
    34.88545641142904 tok/s
    22.636101613788817 tok/s
    Benchmarks
    92.9%
    77.3%
    69.6%
    69.6%
    54.9%
    53.9%
    1521.61
    1535
    67.8%
    79.1%
    87.5%
    43.1%
    52.4%
    60.6%
    83.9%
    53.1%
    80.7%
    84.9%
    53.3%
    86.5%
    86.1%
    0.8%
    62.3%
    36.4%
    29.9%
    65.3%
    70.9%
    30%
    67.6%
    57.0%
    52.9%
    23.2%
    41.3%
    24.7%
    65.3%
    49.5%
    49.2%
    43.4%
    49.4%
    82.9%
    90.1%
    86.7%
    88.3%
    89.6%
    14.5%
    50.2%
    56.3%
    47%
    47.7%
    48.9%
    60.6%
    53.0%
    76.2%
    80.4%
    Benchmark Wins
    GPT-5.6 Terra 8|11 Muse Spark 1.2

    Verdict

    GPT-5.6 Terra vs Muse Spark 1.2: the bottom line

    Muse Spark 1.2 offers both lower pricing and stronger benchmark performance across the board, making it the clear value leader in this comparison.

    GPT-5.6 Terra vs Muse Spark 1.2 FAQ

    Which is cheaper, GPT-5.6 Terra or Muse Spark 1.2?

    As of August 20, 2026, Muse Spark 1.2 is 61% cheaper on blended LLM API pricing. Muse Spark 1.2 costs $1.25 per million input tokens and $4.25 per million output tokens ($5.50 blended 1M-in + 1M-out). GPT-5.6 Terra costs $2.00 / $12.00 per million tokens ($14.00 blended). Sources: https://developers.openai.com/api/docs/pricing and https://llama.meta.com/. The cheapest LLM for your app still depends on how many output tokens you generate.

    How much does GPT-5.6 Terra vs Muse Spark 1.2 cost per million tokens?

    GPT-5.6 Terra OpenAI API pricing is $2.00 input and $12.00 output per million tokens via OpenAI. Muse Spark 1.2 Meta API pricing is $1.25 input and $4.25 output per million tokens via Meta. Use those four numbers, not ChatGPT Plus or Claude Pro subscription prices, when you are comparing APIs.

    Which is better for coding, GPT-5.6 Terra or Muse Spark 1.2?

    Muse Spark 1.2 leads on SWE-bench Verified: GPT-5.6 Terra at 75.2% vs Muse Spark 1.2 at 86.6%. SWE-bench measures real GitHub fixes; LiveCodeBench measures contest programming.

    What is the context window for GPT-5.6 Terra vs Muse Spark 1.2?

    GPT-5.6 Terra supports a 1M token context window, while Muse Spark 1.2 supports 1M tokens. GPT-5.6 Terra 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, GPT-5.6 Terra or Muse Spark 1.2?

    Muse Spark 1.2 leads on 11 of 19 shared benchmarks versus GPT-5.6 Terra's 8 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 GPT-5.6 Terra or Muse Spark 1.2 better for production use?

    Both GPT-5.6 Terra and Muse Spark 1.2 are production API models. For cost-sensitive production traffic, Muse Spark 1.2 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 GPT-5.6 Terra and Muse Spark 1.2 in my app?

    Yes. Call GPT-5.6 Terra through OpenAI and Muse Spark 1.2 through Meta 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 GPT-5.6 Terra vs Muse Spark 1.2 pricing data?

    List rates are the latest published OpenAI API pricing and Meta API pricing, quoted per million tokens. Official rate sheets: https://developers.openai.com/api/docs/pricing and https://llama.meta.com/. 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 GPT-5.6 Terra and Muse Spark 1.2?

    GPT-5.6 Terra supports up to 128K output tokens per request, while Muse Spark 1.2 supports up to 131K 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, GPT-5.6 Terra or Muse Spark 1.2?

    GPT-5.6 Terra runs at approximately 34.88545641142904 tokens/second while Muse Spark 1.2 runs at 22.636101613788817 tokens/second. GPT-5.6 Terra is faster in raw throughput. 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 GPT-5.6 Terra vs Muse Spark 1.2 comparison?

    Use the model pickers at the top of this LLM comparison. Search any model in the index and the URL updates. Open GPT-5.6 Terra or Muse Spark 1.2 from the sidebar for the single-model API pricing page, or go back to the LLM pricing table to sort by cheapest blended cost.

    GPT-5.6 Terra vs Muse Spark 1.2 pricing

    This comparison covers API pricing, context window, throughput, and benchmark scores. GPT-5.6 Terra costs $2.00/M input and $12.00/M output. Muse Spark 1.2 costs $1.25/M input and $4.25/M output.

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

    The index

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