Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31
GLM-5.2 with 1M context on inference tuned for coding agents. Reflex classifiers that catch the failures traces miss. Plus the agent toolkit: search (WarpGrep), edits (Fast Apply), context (Compact). One OpenAI-compatible API.
Traffic & engagement
Traffic and engagement were not measured for this domain. The ranking positions below were.
Search demand
Search economics, brand dependence and ranking depth expose whether demand is portable or tied to the brand.
| # | Keyword | Clicks | Organic | Paid | Share |
|---|---|---|---|---|---|
| 1 | claude vs chatgpt | 9.5K | 9.5K | 0 | 4.45% |
| 2 | codex vs claude code | 4.7K | 4.7K | 0 | 2.22% |
| 3 | codex pricing | 4.4K | 4.4K | 0 | 2.05% |
| 4 | chatgpt vs claude | 3.2K | 3.2K | 0 | 1.48% |
| 5 | claude cli install | 3.1K | 3.1K | 0 | 1.45% |
AI referral visibility
AI referrals are still a minority channel, but they show which assistants and pages are becoming discovery surfaces.
The identifiable AI mix includes Claude, Gemini, ChatGPT, Perplexity, Copilot, while the source groups 78.6% into “Others”.
| # | Page / folder | Traffic | Share |
|---|---|---|---|
| 1 | other | 65.6K | 78.13% |
| 2 | morphllm.com/install-claude-code | 2.6K | 3.08% |
| 3 | morphllm.com/llm-api | 1.7K | 1.99% |
| 4 | morphllm.com/swe-bench-pro | 1.4K | 1.72% |
| 5 | morphllm.com/ai-coding-agent | 1.3K | 1.53% |
| 6 | morphllm.com/claude-code-usage-limits | 908.7 | 1.08% |
| 7 | morphllm.com/comparisons/claude-code-alternatives | 857 | 1.02% |
| 8 | morphllm.com/ai-agent-evaluation | 597 | 0.71% |
| 9 | morphllm.com/comparisons/chatgpt-vs-gemini-vs-copilot | 583 | 0.69% |
| 10 | morphllm.com/comparisons/together-vs-deepinfra | 583 | 0.69% |
| 11 | morphllm.com/comparisons/cursor-alternatives | 484.7 | 0.58% |
| 12 | morphllm.com/fireworks-alternative | 481 | 0.57% |
| 13 | morphllm.com/codex-multi-agent | 476 | 0.57% |
| 14 | morphllm.com/claude-vs-chatgpt | 438.7 | 0.52% |
| 15 | morphllm.com/exa-search-api | 438.7 | 0.52% |
| 16 | morphllm.com | 424 | 0.50% |
| 17 | morphllm.com/privacy/tos | 381 | 0.45% |
| 18 | morphllm.com/context-rot | 375.3 | 0.45% |
| 19 | morphllm.com/codex-pricing | 329.3 | 0.39% |
| 20 | morphllm.com/ai-coding-costs | 296 | 0.35% |
| 21 | morphllm.com/comparisons/cloudflare-pages-vs-workers | 293.5 | 0.35% |
| 22 | morphllm.com/best-ai-coding-agents-2026 | 287 | 0.34% |
| 23 | morphllm.com/ai-hallucination-examples | 284.7 | 0.34% |
| 24 | morphllm.com/claude-code-context-window | 245 | 0.29% |
Product profile
Traffic makes more sense when you can connect it to the actual product promise.
“Morphllm”
GLM-5.2 with 1M context on inference tuned for coding agents. Reflex classifiers that catch the failures traces miss. Plus the agent toolkit: search (WarpGrep), edits (Fast Apply), context (Compact). One OpenAI-compatible API.
4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.
Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.
Canonical website: https://morphllm.com/
Observed across 2 discovery sources.
Research questions
Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.
Morphllm offers an OpenAI-compatible API and a suite of AI-native tools called the agent toolkit, which includes WarpGrep for parallel code search, Fast Apply for fast code edit merging, Compact for context compaction, and Reflex for monitoring agent conversations. It serves specialized models like Kimi K3 and GLM-5.2, along with other models from Qwen, MiniMax, and DeepSeek.
Measured traffic data indicates Morphllm had a total search traffic of approximately 240,681 visits in July 2026. The top keywords driving traffic include 'claude vs chatgpt', 'codex vs claude code', and 'codex pricing', with the first receiving 9,510 clicks between May and July 2026.
Morphllm receives a significant portion of its traffic from AI assistants, with a total of 84,011 AI traffic visits measured between February and July 2026. Claude is the top AI platform sending traffic, contributing 6,906 visits (an 8.22% share), followed by Gemini with 6,095 visits and ChatGPT with 3,460 visits.
Yes, Morphllm's measured search traffic has shown growth over a three-month period. It increased from 207,084 visits in May 2026 to 240,681 visits in July 2026, indicating a rising trend in organic search interest.
Morphllm outperforms the median product in the 'Developer & AI Platform' category in terms of link authority. Its domain authority is 31, which is above the category median of 22. Additionally, its total AI traffic of 84,011 visits significantly exceeds the median of 0.0 visits for products in this category.
Morphllm has a domain authority of 31 and is supported by 1,132 referring domains with a total of 9,657 backlinks as of August 24, 2026. This indicates a moderately strong backlink profile relative to its category.
Morphllm is an AI inference infrastructure platform optimized for coding agents, providing specialized models and tools for tasks like search, code application, and context compaction. It aims to accelerate and improve the performance of AI agents used in software development workflows.
Morphllm is used to power coding agents, offering specialized tools like WarpGrep for search, Fast Apply for code edits at over 10,500 tokens per second, and Compact for context compaction at 33,000 tokens per second. It is used in production by teams building the next generation of coding agents, such as those at Binance and Zo Computer.
Morphllm is for developers and teams building and operating coding agents. The product page states it is trusted in production by teams building the next generation of coding agents and mentions specific companies like Binance, Zo Computer, and Anything as users.
Morphllm is an inference infrastructure platform optimized for coding agents, offering specialized models and a toolkit for tasks like code search, application, and context compaction via an API.
Behind the lock
Worldwide estimates · Data period 2026-05-01 → 2026-07-31 · AI referral period 2026-02-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured