Closed SourceWriterReleased 2026-08

Palmyra X6

Frontier-level performance for marketing and revenue teams with dramatically lower costs

Context window

Not announced

Input / 1M tokens

$2.00

Output / 1M tokens

$8.00

Provider

Writer

Data verified 2026-08-14

Palmyra X6 is a 744-billion-parameter mixture-of-experts model with roughly 40 billion active parameters per token, built as a post-training variation on GLM-5.2's architecture. Engineered for cost efficiency at scale, it delivers frontier-competitive performance while keeping token consumption costs low. The model is optimized for agentic work and long-running tasks across high-volume enterprise workflows.

Capability index

Relative estimates (0-100) to place this model against its peers, grounded in published benchmarks.

Coding
7
Reasoning
8
Math
7
Multimodal
0
Long context
7
Speed
8
Cost efficiency
9

How to access it

Available to Writer clients through Writer's AI Studio, Agent platform, and available via Azure or Amazon Bedrock integrations.

Strengths

  • 52% lower cost with upgraded harness infrastructure
  • 48% improvement in speed vs. previous generation
  • 10% improvement in quality when paired with Writer's agent platform
  • Competitive performance against Claude Opus 4.8, Claude Sonnet 4.6, and GPT-5.5 on internal enterprise capability evaluations

Best for developers who...

High-volume marketing and sales AI agentsCost-sensitive enterprise deployments at scaleLong-running agentic workflowsContent generation and personalization at scale

When to choose it (and when not to)

Reach for Palmyra X6 when...

  • Enterprise teams needing to control token spending while scaling AI agents
  • Organizations running agents across thousands of employees
  • Cost-sensitive workloads requiring frontier-level reasoning

Look elsewhere if...

  • Not specified in official documentation

How to use it

  • Not specified in official documentation

Quickstart

Not specified
Not specified

Access through Writer's AI Studio, Agent Builder, or API

API model id: palmyra-x6

Benchmarks

BenchmarkScoreNotes
Internal Writer Enterprise Evaluation (9 capabilities)0.87/1.00Covers grounding, retrieval, tool use, content generation, sub-agent delegation, brand voice; outperformed Claude Opus 4.8 (0.86), Claude Sonnet 4.6 (0.85), GPT-5.5 (0.80), Gemini 3.1 (0.77)
FORTRESS Adversarial Safety Benchmark8.6 points higher than GLM-5.2 baseWith negligible cost to benign helpfulness

Source: Writer Official Blog

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