LIVE
BODYBUILDER$-1000000.00 5.4%
GLM-4-LONG$0.00 14.1%
GEMINI-2.0-FLA$0.30 20.0%
GEMINI-2.0-FLA$0.40 6.6%
-CF$0.00 9.7%
DEEPSEEK-V4-FL$0.28 26.3%
LLAMA-4-MAVERI$0.60 11.9%
GROK-4-FAST$0.50 6.0%
QWEN-PLUS$0.78 0.6%
MINIMAX-M2.1$0.95 2.6%
MINIMAX-M2$1.00 2.9%
MINIMAX-01$1.10 8.0%
GPT-4.1-MINI$1.60 13.7%
GROK-4-1-FAST-$0.50 8.9%
GPT-4.1-MINI-2$1.60 31.8%
XAI$0.00 4.5%
MINIMAX-M2.7$0.00 9.9%
QWEN3.5-FLASH-$0.26 31.0%
GPT-4.1-NANO$0.40 13.0%
GEMINI-2.5-FLA$0.40 0.8%
DEEPSEEK-AI$0.00 27.0%
GROK-4.1-FAST$0.50 16.4%
MINIMAX-M3$1.20 6.1%
GOOGLE$1.50 3.4%
AUTO$0.00 9.7%
GOOGLE$0.00 27.8%
MINIMAX-M2.7$1.20 7.2%
GOOGLE$0.00 0.6%
BODYBUILDER$-1000000.00 5.4%
GLM-4-LONG$0.00 14.1%
GEMINI-2.0-FLA$0.30 20.0%
GEMINI-2.0-FLA$0.40 6.6%
-CF$0.00 9.7%
DEEPSEEK-V4-FL$0.28 26.3%
LLAMA-4-MAVERI$0.60 11.9%
GROK-4-FAST$0.50 6.0%
QWEN-PLUS$0.78 0.6%
MINIMAX-M2.1$0.95 2.6%
MINIMAX-M2$1.00 2.9%
MINIMAX-01$1.10 8.0%
GPT-4.1-MINI$1.60 13.7%
GROK-4-1-FAST-$0.50 8.9%
GPT-4.1-MINI-2$1.60 31.8%
XAI$0.00 4.5%
MINIMAX-M2.7$0.00 9.9%
QWEN3.5-FLASH-$0.26 31.0%
GPT-4.1-NANO$0.40 13.0%
GEMINI-2.5-FLA$0.40 0.8%
DEEPSEEK-AI$0.00 27.0%
GROK-4.1-FAST$0.50 16.4%
MINIMAX-M3$1.20 6.1%
GOOGLE$1.50 3.4%
AUTO$0.00 9.7%
GOOGLE$0.00 27.8%
MINIMAX-M2.7$1.20 7.2%
GOOGLE$0.00 0.6%
USTextPALMYRA-MED Live · updated daily

palmyra-med

Writer
Efficiency score
83/100
20.0%
Input price
$5.00/ 1M tokens
Output price
$12.00/ 1M tokens
Context window
32K
Throughput
152tok/s
Availability
97.5%
Cost / task
$0.016

Capabilities

Accepts (input)
Text
Produces (output)
Text

7-day heat trend

20.0%

Pricing breakdown

Input price
$5.00/ 1M tokens
$0.0050 / 1K
Output price
$12.00/ 1M tokens
$0.0120 / 1K
Blended price
$10.25/ 1M tokens
$0.0103 / 1K

Typical 3:1 output-to-input mix, per 1M tokens

Estimated monthly cost by workload

Chat assistant
$2,940/ mo
1K in · 400 out · 10K req/day
RAG / long context
$7,080/ mo
8K in · 600 out · 5K req/day
Agent / tool use
$7,920/ mo
3K in · 1.5K out · 8K req/day
Estimate your cost

Market position

  • Cheaper than 3% of tracked models
  • Faster than 58% of tracked models
  • Efficiency rank: #1061 of 1105

Best suited for

General-purpose text generation, chat, summarization and content workloads where broad capability and low cost matter most.

About palmyra-med

Writer Palmyra Med is a healthcare-focused language model retained for migration-aware catalog prefill.

palmyra-med is a Text model from Writer (US). HotON.ai tracks it at $5.00 per 1M input tokens and $12.00 per 1M output tokens, with a 32K-token context window, ~152 tokens/sec throughput and 97.5% availability. Its composite efficiency score is 83/100 at an estimated $0.016 per successful task.

Frequently asked questions

How much does palmyra-med cost per 1M tokens?+

palmyra-med is tracked at $5.00 per 1M input tokens and $12.00 per 1M output tokens. A typical 3:1 output-to-input workload blends to roughly $10.25 per 1M tokens. Figures are illustrative demo data.

What is palmyra-med best for?+

General-purpose text generation, chat, summarization and content workloads where broad capability and low cost matter most.

How fast is palmyra-med?+

palmyra-med delivers about 152 tokens/sec with 97.5% tracked availability, suitable for latency-sensitive, real-time applications.

Is palmyra-med cheaper than other AI models?+

Within the HotON.ai tracked set, palmyra-med is cheaper than 3% of models on input price and ranks #1061 of 1105 by overall efficiency.

Pricing is real (via the TestKey catalog, updated daily). Quality (Arena Elo) is real where the model is ranked on LMArena. Speed, availability and efficiency are modeled estimates.