Though I started this thinking about performance of parse of large
decimal integers, I extended it to generally improve performance of
integer values (TBH I hadn't expected such a difference for binary/hex,
but I'll take it).
Note I think tests change because I'm making subtle changes to bit
widths. The changes themselves appear harmless to me, but happy to make
changes if it'd help.
Bumping up the number of digits by 10x because it's not really a
performance issue anymore (eh, maybe somebody will want to specify a
256-byte value in binary). But, at a certain point it still seems like a
mistake if somebody has that many digits in a row.
Fixes #980
Highlighting benchmark differences:
```diff
- BM_ComputeValue_IntDecimalN/1 37.1 ns 37.1 ns 18887116
+ BM_ComputeValue_IntDecimalN/1 21.9 ns 21.9 ns 31902433
- BM_ComputeValue_IntDecimalN/10000 1251228680 ns 1250457559 ns 1
+ BM_ComputeValue_IntDecimalN/10000 458818 ns 458626 ns 1523
- BM_ComputeValue_IntBinaryN/1 29.0 ns 29.0 ns 24058533
+ BM_ComputeValue_IntBinaryN/1 22.2 ns 22.1 ns 31566949
- BM_ComputeValue_IntBinaryN/10000 1390557 ns 1389782 ns 506
+ BM_ComputeValue_IntBinaryN/10000 16402 ns 16396 ns 42744
- BM_ComputeValue_IntHexN/1 34.0 ns 34.0 ns 20562432
+ BM_ComputeValue_IntHexN/1 22.4 ns 22.4 ns 31238055
- BM_ComputeValue_IntHexN/10000 5387942 ns 5385262 ns 130
+ BM_ComputeValue_IntHexN/10000 39249 ns 39233 ns 17859
```
Benchmark before:
```
----------------------------------------------------------------------------
Benchmark Time CPU Iterations
----------------------------------------------------------------------------
BM_Lex_Float 10.6 ns 10.6 ns 66138191
BM_Lex_Int 15.5 ns 15.4 ns 45149703
BM_Lex_IntDecimalN/1 3.11 ns 3.11 ns 225524908
BM_Lex_IntDecimalN/10 11.8 ns 11.8 ns 56719805
BM_Lex_IntDecimalN/100 102 ns 102 ns 6867468
BM_Lex_IntDecimalN/1000 943 ns 942 ns 745313
BM_Lex_IntDecimalN/10000 9465 ns 9461 ns 73970
BM_ComputeValue_Float 61.6 ns 61.6 ns 11377463
BM_ComputeValue_Int 106 ns 106 ns 6587381
BM_ComputeValue_IntDecimalN/1 37.1 ns 37.1 ns 18887116
BM_ComputeValue_IntDecimalN/10 87.7 ns 87.7 ns 7960837
BM_ComputeValue_IntDecimalN/100 7963 ns 7956 ns 88858
BM_ComputeValue_IntDecimalN/1000 1212577 ns 1211906 ns 578
BM_ComputeValue_IntDecimalN/10000 1251228680 ns 1250457559 ns 1
BM_ComputeValue_IntBinaryN/1 29.0 ns 29.0 ns 24058533
BM_ComputeValue_IntBinaryN/10 69.4 ns 69.4 ns 10108642
BM_ComputeValue_IntBinaryN/100 963 ns 962 ns 726982
BM_ComputeValue_IntBinaryN/1000 21562 ns 21551 ns 32506
BM_ComputeValue_IntBinaryN/10000 1390557 ns 1389782 ns 506
BM_ComputeValue_IntHexN/1 34.0 ns 34.0 ns 20562432
BM_ComputeValue_IntHexN/10 70.4 ns 70.4 ns 9953165
BM_ComputeValue_IntHexN/100 1474 ns 1473 ns 472776
BM_ComputeValue_IntHexN/1000 61818 ns 61762 ns 11363
BM_ComputeValue_IntHexN/10000 5387942 ns 5385262 ns 130
```
Benchmark after:
```
----------------------------------------------------------------------------
Benchmark Time CPU Iterations
----------------------------------------------------------------------------
BM_Lex_Float 10.9 ns 10.9 ns 63993114
BM_Lex_Int 15.1 ns 15.1 ns 46869766
BM_Lex_IntDecimalN/1 3.16 ns 3.16 ns 220923300
BM_Lex_IntDecimalN/10 12.2 ns 12.2 ns 57731654
BM_Lex_IntDecimalN/100 102 ns 102 ns 6875516
BM_Lex_IntDecimalN/1000 942 ns 942 ns 742359
BM_Lex_IntDecimalN/10000 9353 ns 9350 ns 75096
BM_ComputeValue_Float 44.9 ns 44.9 ns 15619691
BM_ComputeValue_Int 48.9 ns 48.9 ns 14361507
BM_ComputeValue_IntDecimalN/1 21.9 ns 21.9 ns 31902433
BM_ComputeValue_IntDecimalN/10 30.3 ns 30.3 ns 23134117
BM_ComputeValue_IntDecimalN/100 224 ns 223 ns 3092567
BM_ComputeValue_IntDecimalN/1000 5834 ns 5830 ns 117469
BM_ComputeValue_IntDecimalN/10000 458818 ns 458626 ns 1523
BM_ComputeValue_IntBinaryN/1 22.2 ns 22.1 ns 31566949
BM_ComputeValue_IntBinaryN/10 32.9 ns 32.9 ns 21306927
BM_ComputeValue_IntBinaryN/100 198 ns 198 ns 3545277
BM_ComputeValue_IntBinaryN/1000 1671 ns 1669 ns 419656
BM_ComputeValue_IntBinaryN/10000 16402 ns 16396 ns 42744
BM_ComputeValue_IntHexN/1 22.4 ns 22.4 ns 31238055
BM_ComputeValue_IntHexN/10 47.8 ns 47.7 ns 14694407
BM_ComputeValue_IntHexN/100 436 ns 436 ns 1609794
BM_ComputeValue_IntHexN/1000 3966 ns 3962 ns 177109
BM_ComputeValue_IntHexN/10000 39249 ns 39233 ns 17859
```
Assisted-by: Google Antigravity with Gemini
Carbon Language:
An experimental successor to C++
Why? | Goals | Status | Getting started | Join us
See our announcement video from CppNorth. Note that Carbon is not ready for use.
Fast and works with C++
- Performance matching C++ using LLVM, with low-level access to bits and addresses
- Interoperate with your existing C++ code, from inheritance to templates
- Fast and scalable builds that work with your existing C++ build systems
Modern and evolving
- Solid language foundations that are easy to learn, especially if you have used C++
- Easy, tool-based upgrades between Carbon versions
- Safer fundamentals, and an incremental path towards a memory-safe subset
Welcoming open-source community
- Clear goals and priorities with robust governance
- Community that works to be welcoming, inclusive, and friendly
- Batteries-included approach: compiler, libraries, docs, tools, package manager, and more
Why build Carbon?
C++ remains the dominant programming language for performance-critical software, with massive and growing codebases and investments. However, it is struggling to improve and meet developers' needs, as outlined above, in no small part due to accumulating decades of technical debt. Incrementally improving C++ is extremely difficult, both due to the technical debt itself and challenges with its evolution process. The best way to address these problems is to avoid inheriting the legacy of C or C++ directly, and instead start with solid language foundations like modern generics system, modular code organization, and consistent, simple syntax.
Existing modern languages already provide an excellent developer experience: Go, Swift, Kotlin, Rust, and many more. Developers that can use one of these existing languages should. Unfortunately, the designs of these languages present significant barriers to adoption and migration from C++. These barriers range from changes in the idiomatic design of software to performance overhead.
Carbon is fundamentally a successor language approach, rather than an attempt to incrementally evolve C++. It is designed around interoperability with C++ as well as large-scale adoption and migration for existing C++ codebases and developers. A successor language for C++ requires:
- Performance matching C++, an essential property for our developers.
- Seamless, bidirectional interoperability with C++, such that a library anywhere in an existing C++ stack can adopt Carbon without porting the rest.
- A gentle learning curve with reasonable familiarity for C++ developers.
- Comparable expressivity and support for existing software's design and architecture.
- Scalable migration, with some level of source-to-source translation for idiomatic C++ code.
With this approach, we can build on top of C++'s existing ecosystem, and bring along existing investments, codebases, and developer populations. There are a few languages that have followed this model for other ecosystems, and Carbon aims to fill an analogous role for C++:
- JavaScript → TypeScript
- Java → Kotlin
- C++ → Carbon
Language Goals
We are designing Carbon to support:
- Performance-critical software
- Software and language evolution
- Code that is easy to read, understand, and write
- Practical safety and testing mechanisms
- Fast and scalable development
- Modern OS platforms, hardware architectures, and environments
- Interoperability with and migration from existing C++ code
While many languages share subsets of these goals, what distinguishes Carbon is their combination.
We also have explicit non-goals for Carbon, notably including:
- A stable application binary interface (ABI) for the entire language and library
- Perfect backwards or forwards compatibility
Our detailed goals document fleshes out these ideas and provides a deeper view into our goals for the Carbon project and language.
Project status
Carbon Language is currently an experimental project. We are hard at work on a toolchain implementation with compiler and linker. You can try out the current state at compiler-explorer.com.
We want to better understand whether we can build a language that meets our successor language criteria, and whether the resulting language can gather a critical mass of interest within the larger C++ industry and community.
Currently, we have fleshed out several core aspects of both Carbon the project and the language:
- The strategy of the Carbon Language and project.
- An open-source project structure, governance model, and evolution process.
- Critical and foundational aspects of the language design informed by our
experience with C++ and the most difficult challenges we anticipate. This
includes designs for:
- Generics
- Class types
- Inheritance
- Operator overloading
- Lexical and syntactic structure
- Code organization and modular structure
- An under-development compiler and toolchain that will compile
Carbon (and eventually C++ code as well) into standard executable code. This
is where most of our current implementation efforts are directed.
- Historically, there was also a prototype explorer interpreter that implemented an older version of the Carbon language design, but is no longer under development and has been archived.
If you're interested in contributing, we're currently focused on developing the Carbon toolchain until it can support Carbon ↔ C++ interop. Beyond that, we plan to continue developing the design and toolchain until we can ship the 0.1 language and support evaluating Carbon in more detail.
You can see our full roadmap for more details.
Carbon and C++
If you're already a C++ developer, Carbon should have a gentle learning curve. It is built out of a consistent set of language constructs that should feel familiar and be easy to read and understand.
The Carbon code here is hypothetical and meant to show the look and feel of the language.
C++ code like this:
corresponds to this Carbon code:
You can call Carbon from C++ without overhead and the other way around. This means you migrate a single C++ library to Carbon within an application, or write new Carbon on top of your existing C++ investment. For example:
Read more about C++ interop in Carbon.
Beyond interoperability between Carbon and C++, we're also planning to support migration tools that will mechanically translate idiomatic C++ code into Carbon code to help you switch an existing C++ codebase to Carbon.
Generics
Carbon provides a modern generics system with checked definitions, while still supporting opt-in templates for seamless C++ interop. Checked generics provide several advantages compared to C++ templates:
- Generic definitions are fully type-checked, removing the need to
instantiate to check for errors and giving greater confidence in code.
- Avoids the compile-time cost of re-checking the definition for every instantiation.
- When using a definition-checked generic, usage error messages are clearer, directly showing which requirements are not met.
- Enables automatic, opt-in type erasure and dynamic dispatch without a separate implementation. This can reduce the binary size and enables constructs like heterogeneous containers.
- Strong, checked interfaces mean fewer accidental dependencies on implementation details and a clearer contract for consumers.
Without sacrificing these advantages, Carbon generics support specialization, ensuring it can fully address performance-critical use cases of C++ templates. For more details about Carbon's generics, see their design.
In addition to easy and powerful interop with C++, Carbon templates can be constrained and incrementally migrated to checked generics at a fine granularity and with a smooth evolutionary path.
Memory safety
Safety, and especially memory safety, remains a key challenge for C++ and something a successor language needs to address.
We plan to support a two step migration process:
- Highly automated, minimal supervision migration from C++ to a dialect of Carbon designed for C++ interop and migration.
- Incremental refactoring of the Carbon code to adopt memory-safe designs, patterns, and APIs.
We also want to address important, low-hanging fruit in the safety space immediately when migrating into Carbon:
- Tracking uninitialized states better, increased enforcement of initialization, and hardening against initialization bugs when needed.
- Designing fundamental APIs and idioms to support dynamic bounds checking.
- Switching from undefined behavior to erroneous behavior wherever possible,
and marking the remaining undefined behavior with visible
unsafesyntax. - Having a default debug build mode that has less runtime overhead while being more comprehensive than existing C++ debug build modes combined with Address Sanitizer.
For more details, see our safety design.
Getting started
To try out Carbon immediately in your browser, you can use the toolchain at: carbon.compiler-explorer.com.
We are developing a traditional toolchain for Carbon that can compile and link
programs. However, Carbon is still an early, experimental project, and so we
only have very experimental nightly releases of the Carbon toolchain available
to download, and only on limited platforms. If you are using a recent Ubuntu
Linux or similar (Debian, WSL, etc.), you can try these out by going to our
releases page and
download the latest nightly toolchain tar file:
carbon_toolchain-0.0.0-0.nightly.YYYY.MM.DD.tar.gz. Then you can try it out:
# A variable with the nightly version from yesterday:
VERSION="$(date -d yesterday +0.0.0-0.nightly.%Y.%m.%d)"
# Get the release
wget https://github.com/carbon-language/carbon-lang/releases/download/v${VERSION}/carbon_toolchain-${VERSION}.tar.gz
# Unpack the toolchain:
tar -xvf carbon_toolchain-${VERSION}.tar.gz
# Create a simple Carbon source file:
echo "import Core library \"io\"; fn Run() { Core.Print(42); }" > forty_two.carbon
# Compile to an object file:
./carbon_toolchain-${VERSION}/bin/carbon compile \
--output=forty_two.o forty_two.carbon
# Install minimal system libraries used for linking. Note that installing `gcc`
# or `g++` for compiling C/C++ code with GCC will also be sufficient, these are
# just the specific system libraries Carbon linking still uses.
sudo apt install libgcc-11-dev
# Link to an executable:
./carbon_toolchain-${VERSION}/bin/carbon link \
--output=forty_two forty_two.o
# Run it:
./forty_two
As a reminder, the toolchain is still very early and many things don't yet work. Please hold off on filing lots of bugs: we know many parts of this don't work yet or may not work on all systems. We expect to have releases that are much more robust and reliable that you can try out when we reach our 0.1 milestone.
If you want to build Carbon's toolchain yourself or are thinking about contributing fixes or improvements to Carbon, you'll need to install our build dependencies (Clang, LLD, libc++) and check out the Carbon repository. For example, on Debian or Ubuntu:
# Update apt.
sudo apt update
# Install tools.
sudo apt install \
clang \
libc++-dev \
libc++abi-dev \
lld
# Download Carbon's code.
$ git clone https://github.com/carbon-language/carbon-lang
$ cd carbon-lang
Then you can try out our toolchain which has a very early-stage compiler for Carbon:
# Build and run the toolchain's help to get documentation on the command line.
$ ./scripts/run_bazelisk.py run //toolchain -- help
For complete instructions, including installing dependencies on various different platforms, see our contribution tools documentation.
Learn more about the Carbon project:
Conference talks
Carbon focused talks from the community:
2026
- Benchmarking and optimizing the Carbon compiler, NDC {Toronto} (May 5-8)
- Carbon: graduating from the experiment, NDC {Toronto} (May 5-8)
2025
- Carbon: from C++ to Memory Safety, REBASE - ICFP/SPLASH (slides)
- Memory safety everywhere with both Carbon and Rust, RustConf (video, slides)
2024
- Generic implementation strategies in Carbon and Clang, LLVM Developers' Meeting (video, slides)
- The Carbon Language: Road to 0.1, NDC {TechTown} (video, slides)
- How designing Carbon with C++ interop taught me about C++ variadics and overloads, CppNorth (video, slides)
- Generic Arity: Definition-Checked Variadics in Carbon, C++Now (video, slides)
- Carbon: An experiment in different tradeoffs, panel session, EuroLLVM (video, slides)
- Carbon's high-level semantic IR lightning talk, EuroLLVM (video)
2023
- Carbon’s Successor Strategy: From C++ interop to memory safety, C++Now (video, slides)
- Definition-Checked Generics, C++Now
- Modernizing Compiler Design for Carbon’s Toolchain, C++Now (video, slides)
2022
- Carbon Language: Syntax and trade-offs, Core C++ (video, slides)
- Carbon Language: An experimental successor to C++, CppNorth (video, slides)
Other videos
We additionally have toolchain videos.
Join us
We'd love to have folks join us and contribute to the project. Carbon is committed to a welcoming and inclusive environment where everyone can contribute.
- Most of Carbon's design discussions occur on Discord.
- To watch for major release announcements, subscribe to our Carbon release post on GitHub and star carbon-lang.
- See our code of conduct and contributing guidelines for information about the Carbon development community.
Contributing
You can also directly:
- Contribute to the language design: feedback on design, new design proposal
- Contribute to the language implementation
- Carbon Toolchain, and project infrastructure
You can check out some
"good first issues",
or join the #contributing-help channel on
Discord. See our full
CONTRIBUTING documentation for more details.
