K-EXAONE-236B-A23B vs Seed 2.1 Turbo

    Comparison

    As of August 20, 2026, K-EXAONE-236B-A23B is 47% cheaper per million tokens than Seed 2.1 Turbo. K-EXAONE-236B-A23B is $0.60 / $1.00 per million input/output tokens versus Seed 2.1 Turbo at $0.50 / $2.50. Sources: https://anotherwrapper.com/tools/llm-pricing and https://www.volcengine.com/product/doubao

    Sources: AnotherWrapper LLM pricing (https://anotherwrapper.com/tools/llm-pricing); ByteDance pricing (https://www.volcengine.com/product/doubao)

    Better value

    K-EXAONE-236B-A23B

    LG AI Research

    $1.60blended / 1M

    Input

    $0.60

    Output

    $1.00

    32.8K ctx|Proprietary
    47%
    cheaper

    Seed 2.1 Turbo

    ByteDance

    $3.00blended / 1M

    Input

    $0.50

    Output

    $2.50

    262.1K ctx|Proprietary
    Save $1.40 per million tokens by choosing K-EXAONE-236B-A23B over Seed 2.1 Turbo.

    K-EXAONE-236B-A23B vs Seed 2.1 Turbo comparison

    Token pricing, specs, and benchmarks side by side

    Metric
    K-EXAONE-236B-A23B
    Seed 2.1 Turbo
    Provider
    Provider
    LG AI Research
    ByteDance
    License
    Proprietary
    Proprietary
    Release Date
    2025-12-31
    2026-06-24
    Pricing (per 1M tokens)
    Input Price+20%
    $0.60
    $0.50
    Output Price-60%
    $1.00
    $2.50
    Blended (1M + 1M)
    $1.60
    $3.00
    Model Details
    Context Window
    32.8K
    262.1K
    Max Output Tokens
    32.8K
    N/A
    Knowledge Cutoff
    2025-10-01
    N/A
    Throughput
    50 tok/s
    N/A
    Benchmarks
    54.6%
    23%
    57.8%
    84.9%
    67.3%
    76.4%
    49.1%
    80.3%
    82.2%
    85.7%
    83.6%
    82.7%
    92.8%
    67.9%
    29.2%
    61.3%
    62.9%
    79.4%
    70.9%
    94.6%
    61.1%
    34.5%
    63.2%
    67%
    83.1%
    68.1%
    78.4%
    71.3%
    50.8%
    25.9%
    46.6%
    76.8%
    89.2%
    92.7%
    90.5%
    58.9%
    65.9%
    83.8%
    31.4%
    74.8%
    42%
    43.7%
    62.8%
    71.1%
    69.7%
    79.2%
    48.3%
    86.3%
    46.7%
    71.1%
    56.6%
    67.4%
    30.6%
    73.2%
    56.8%
    71.1%
    77.2%
    89%
    67.6%
    43.9%
    52.9%
    73.6%
    63.7%
    48.6%
    56.4%
    11%

    Verdict

    K-EXAONE-236B-A23B vs Seed 2.1 Turbo: the bottom line

    Both models are closely matched on benchmarks. K-EXAONE-236B-A23B has the pricing advantage, making it the better value unless Seed 2.1 Turbo's specific capabilities are critical to your workflow.

    K-EXAONE-236B-A23B vs Seed 2.1 Turbo FAQ

    Which is cheaper, K-EXAONE-236B-A23B or Seed 2.1 Turbo?

    As of August 20, 2026, K-EXAONE-236B-A23B is 47% cheaper on blended LLM API pricing. K-EXAONE-236B-A23B costs $0.60 per million input tokens and $1.00 per million output tokens ($1.60 blended 1M-in + 1M-out). Seed 2.1 Turbo costs $0.50 / $2.50 per million tokens ($3.00 blended). Sources: https://anotherwrapper.com/tools/llm-pricing and https://www.volcengine.com/product/doubao. The cheapest LLM for your app still depends on how many output tokens you generate.

    How much does K-EXAONE-236B-A23B vs Seed 2.1 Turbo cost per million tokens?

    K-EXAONE-236B-A23B LG AI Research API pricing is $0.60 input and $1.00 output per million tokens via LG AI Research. Seed 2.1 Turbo ByteDance API pricing is $0.50 input and $2.50 output per million tokens via ByteDance. Use those four numbers, not ChatGPT Plus or Claude Pro subscription prices, when you are comparing APIs.

    Which is better for coding, K-EXAONE-236B-A23B or Seed 2.1 Turbo?

    Seed 2.1 Turbo has a published SWE-bench Pro score of 57%. K-EXAONE-236B-A23B does not have that eval on this page yet.

    What is the context window for K-EXAONE-236B-A23B vs Seed 2.1 Turbo?

    K-EXAONE-236B-A23B supports a 33K token context window, while Seed 2.1 Turbo supports 262K tokens. Seed 2.1 Turbo 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, K-EXAONE-236B-A23B or Seed 2.1 Turbo?

    Shared benchmark scores for K-EXAONE-236B-A23B and Seed 2.1 Turbo are still limited. Check the comparison table for the evals each model has published. 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 K-EXAONE-236B-A23B or Seed 2.1 Turbo better for production use?

    Both K-EXAONE-236B-A23B and Seed 2.1 Turbo are production API models. For cost-sensitive production traffic, K-EXAONE-236B-A23B 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 K-EXAONE-236B-A23B and Seed 2.1 Turbo in my app?

    Yes. Call K-EXAONE-236B-A23B through LG AI Research and Seed 2.1 Turbo through ByteDance 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 K-EXAONE-236B-A23B vs Seed 2.1 Turbo pricing data?

    List rates are the latest published LG AI Research API pricing and ByteDance API pricing, quoted per million tokens. Official rate sheets: https://anotherwrapper.com/tools/llm-pricing and https://www.volcengine.com/product/doubao. 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 K-EXAONE-236B-A23B and Seed 2.1 Turbo?

    K-EXAONE-236B-A23B supports up to 33K output tokens per request, while Seed 2.1 Turbo 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, K-EXAONE-236B-A23B or Seed 2.1 Turbo?

    K-EXAONE-236B-A23B has a measured throughput of approximately 50 tokens/second. Throughput data for Seed 2.1 Turbo 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 K-EXAONE-236B-A23B vs Seed 2.1 Turbo comparison?

    Use the model pickers at the top of this LLM comparison. Search any model in the index and the URL updates. Open K-EXAONE-236B-A23B or Seed 2.1 Turbo from the sidebar for the single-model API pricing page, or go back to the LLM pricing table to sort by cheapest blended cost.

    K-EXAONE-236B-A23B vs Seed 2.1 Turbo pricing

    This comparison covers API pricing, context window, throughput, and benchmark scores. K-EXAONE-236B-A23B costs $0.60/M input and $1.00/M output. Seed 2.1 Turbo costs $0.50/M input and $2.50/M output.

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

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