API cost decision in 10 seconds

Palmyra X5 vs GPT-5.2 Pro

Pick Palmyra X5 when budget and context both matter.

Pricing data updated:  Prices normalized to USD per 1M tokens Sample workload: 1M input + 500K output

Budget verdict

Pick Palmyra X5 when budget and context both matter.

On the standard 1M input plus 500K output workload, Palmyra X5 is estimated at $3.6 vs $105 for GPT-5.2 Pro, saving $101.4 (96.6% lower).

Cost-first pickPalmyra X5
Context-first pickPalmyra X5
Sample savings$101.496.6%
10x traffic gap$1014

Palmyra X5 is cheaper on the standard workload and also has the larger context window. At 10x that traffic, the same price gap is about $1014. Use the calculator below to replace the sample workload with your own token volume.

Cost sensitivity

Workload Sensitivity

Same prices, different token mixes.

Palmyra X5 stays cheaper across input-heavy, balanced, and output-heavy sample workloads.

Workload shapeToken mixBetter pickPalmyra X5GPT-5.2 Pro
Input-heavy / RAG5M input + 500K outputPalmyra X5$6$189
Balanced workload1M input + 1M outputPalmyra X5$6.6$189
Output-heavy chatbot1M input + 5M outputPalmyra X5$30.6$861
Cheaper input Palmyra X5 $0.6 vs $21 / 1M

Palmyra X5 is $20.4 cheaper per 1M input tokens (97.1% lower; 35x difference).

Cheaper output Palmyra X5 $6 vs $168 / 1M

Palmyra X5 is $162 cheaper per 1M output tokens (96.4% lower; 28x difference).

Larger context Palmyra X5 1.04M vs 400K

Palmyra X5 has 640K more context (2.6x larger).

Sample workload Palmyra X5 $3.6 vs $105

Palmyra X5 is $101.4 cheaper on the standard workload (96.6% lower).

Estimate your workload cost

Your Workload Cost

Prices are normalized to USD per 1M tokens.
Palmyra X5 Calculating… Estimated API cost
GPT-5.2 Pro Calculating… Estimated API cost
Cheaper for this workload Calculating… Difference: calculating…

This estimate uses normalized public API pricing per 1M tokens. It is a planning aid, not a billing quote. Verify provider pricing, limits, and terms before production use.

Quick Decision

Verdict

Palmyra X5 has the lower input price; Palmyra X5 has the lower output price; Palmyra X5 offers the larger context window. For the 1M input plus 500K output sample, Palmyra X5 is cheaper for the standard workload.

For a 1M input token plus 500K output token workload, the estimated API cost is $3.6 for Palmyra X5 and $105 for GPT-5.2 Pro.

Best Fit

Choose Palmyra X5 when you care most about lower input-token price, lower output-token price, and larger context window.

Choose GPT-5.2 Pro when its provider, model quality, latency, or availability is more important than the numeric price/context winner.

Decision Notes
  • On the standard 1M input plus 500K output workload, Palmyra X5 is estimated at $3.6 vs $105 for GPT-5.2 Pro, saving $101.4 (96.6% lower).
  • Palmyra X5 is $101.4 cheaper on the standard workload (96.6% lower).
  • Palmyra X5 is $20.4 cheaper per 1M input tokens (97.1% lower; 35x difference).
  • Palmyra X5 is $162 cheaper per 1M output tokens (96.4% lower; 28x difference).
  • Palmyra X5 has 640K more context (2.6x larger).
Head-to-Head Specs
FeaturePalmyra X5
(Writer)
GPT-5.2 Pro
(OpenAI)
Input Price
prompt tokens per 1M
$0.6$21
Completion Price
per 1M tokens
$6$168
Sample Workload Cost
1M input + 500K output
$3.6$105
Context Window1.04M400K
Release Date

Use-Case Decision Matrix

Use caseBetter pickWhy
Budget-constrained productionPalmyra X5On the standard 1M input plus 500K output workload, Palmyra X5 is estimated at $3.6 vs $105 for GPT-5.2 Pro, saving $101.4 (96.6% lower).
High-volume input processingPalmyra X5Lower prompt-token price matters most when prompts, retrieved passages, or documents dominate the bill.
Long responses and chatbotsPalmyra X5Lower output-token price matters most when assistants generate many completion tokens.
RAG or long-document workPalmyra X5A larger context window leaves more room for retrieved passages, conversation history, or source files.

Related Alternatives

Same-provider lower-cost swaps
  • gpt-oss-120b (free) can replace GPT-5.2 Pro when lower sample workload cost matters most: $0.
  • gpt-oss-20b (free) can replace GPT-5.2 Pro when lower sample workload cost matters most: $0.
  • gpt-oss-20b can replace GPT-5.2 Pro when lower sample workload cost matters most: $0.1.
  • gpt-oss-120b can replace GPT-5.2 Pro when lower sample workload cost matters most: $0.13.
Popular competitors
  • No popular competitor is currently available.

Cheaper alternatives

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Larger context alternatives

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Provider catalogs

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Writer catalog

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OpenAI catalog

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Palmyra X5 is Writer's most advanced model, purpose-built for building and scaling AI agents across the enterprise. It delivers industry-leading speed and efficiency on context windows up to 1 million...

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